From 923e93129a89e0d2faaa4030e44131c48635eab6 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Mon, 16 Dec 2024 20:57:15 +0530
Subject: [PATCH 01/22] feat: add-cdf

---
 .../stats/base/dists/bernoulli/cdf/README.md  | 105 ++++++++++-
 .../cdf/benchmark/benchmark.native.js         |  88 +++++++++
 .../dists/bernoulli/cdf/benchmark/c/Makefile  | 146 +++++++++++++++
 .../bernoulli/cdf/benchmark/c/benchmark.c     | 135 ++++++++++++++
 .../base/dists/bernoulli/cdf/binding.gyp      | 170 ++++++++++++++++++
 .../dists/bernoulli/cdf/examples/c/Makefile   | 146 +++++++++++++++
 .../dists/bernoulli/cdf/examples/c/example.c  |  35 ++++
 .../base/dists/bernoulli/cdf/include.gypi     |  53 ++++++
 .../stdlib/stats/base/dists/bernoulli/cdf.h   |  38 ++++
 .../base/dists/bernoulli/cdf/lib/native.js    |  67 +++++++
 .../base/dists/bernoulli/cdf/manifest.json    |  76 ++++++++
 .../base/dists/bernoulli/cdf/package.json     |   3 +
 .../base/dists/bernoulli/cdf/src/Makefile     |  70 ++++++++
 .../base/dists/bernoulli/cdf/src/addon.c      |  23 +++
 .../stats/base/dists/bernoulli/cdf/src/main.c |  70 ++++++++
 .../dists/bernoulli/cdf/test/test.native.js   | 148 +++++++++++++++
 16 files changed, 1372 insertions(+), 1 deletion(-)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/binding.gyp
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/manifest.json
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/addon.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index 061d52fadeef..e7dc467078aa 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -2,7 +2,7 @@
 
 @license Apache-2.0
 
-Copyright (c) 2018 The Stdlib Authors.
+Copyright (c) 2024 The Stdlib Authors.
 
 Licensed under the Apache License, Version 2.0 (the "License");
 you may not use this file except in compliance with the License.
@@ -129,6 +129,109 @@ for ( i = 0; i < 10; i++ ) {
 
 <!-- /.examples -->
 
+<!-- C interface documentation. -->
+
+* * *
+
+<section class="c">
+
+## C APIs
+
+<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->
+
+<section class="intro">
+
+</section>
+
+<!-- /.intro -->
+
+<!-- C usage documentation. -->
+
+<section class="usage">
+
+### Usage
+
+```c
+#include "stdlib/stats/base/dists/bernoulli/cdf.h"
+```
+
+#### stdlib_base_dists_bernoulli_cdf( x, p )
+
+Evaluates the cumulative distribution function (CDF) for an bernoulli distribution.
+
+```c
+double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
+// returns ~0.5
+
+y = stdlib_base_dists_bernoulli_cdf( 2.0, 0.1 );
+// returns ~1.0
+
+y = stdlib_base_dists_bernoulli_cdf( -1.0, 0.3 );
+// returns ~0.0
+
+y = stdlib_base_dists_bernoulli_cdf( NaN, 0.5 );
+// returns NaN
+
+y = stdlib_base_dists_bernoulli_cdf( 0.0, NaN );
+// returns NaN
+
+// Invalid probability
+y = stdlib_base_dists_bernoulli_cdf( 0.5, 1.4 );
+// returns NaN
+```
+
+The function accepts the following arguments:
+
+-   **x**: `[in] double` input value.
+-   **p**: `[in] double` success probability
+
+```c
+double stdlib_base_dists_bernoulli_cdf( const double x, const double p );
+```
+</section>
+<!-- /.usage -->
+
+<!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
+
+<section class="notes">
+
+</section>
+
+<!-- /.notes -->
+
+<!-- C API usage examples. -->
+
+<section class="examples">
+
+### Examples
+```c
+#include "stdlib/stats/base/dists/bernoulli/cdf.h"
+#include <stdlib.h>
+#include <stdio.h>
+
+int main( void ) {
+	double p;
+    double x;
+	double y;
+	int i;
+
+	for ( i = 0; i < 25; i++ ) {
+        x = ( (double)rand() / (double)RAND_MAX ) * 5.0;
+		p = ( (double)rand() / (double)RAND_MAX ) ;
+		y = stdlib_base_dists_bernoulli_cdf( x, p );
+		printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );
+	}
+}
+```
+
+</section>
+
+<!-- /.examples -->
+
+</section>
+
+<!-- /.c -->
+
 <!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->
 
 <section class="related">
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
new file mode 100644
index 000000000000..7416d8a561ba
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
@@ -0,0 +1,88 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2018 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var resolve = require( 'path' ).resolve;
+var bench = require( '@stdlib/bench' );
+var randu = require( '@stdlib/random/base/randu' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+var pkg = require( './../package.json' ).name;
+
+
+// VARIABLES //
+
+var cdf = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( cdf instanceof Error )
+};
+opts, 
+
+// MAIN //
+
+bench( pkg+'::native', opts, function benchmark( b ) {
+	var p;
+	var x;
+	var y;
+	var i;
+
+	b.tic();
+	for ( i = 0; i < b.iterations; i++ ) {
+		x = ( randu()*3.0 ) - 1.0;
+		p = randu();
+		y = cdf( x, p );
+		if ( isnan( y ) ) {
+			b.fail( 'should not return NaN' );
+		}
+	}
+	b.toc();
+	if ( isnan( y ) ) {
+		b.fail( 'should not return NaN' );
+	}
+	b.pass( 'benchmark finished' );
+	b.end();
+});
+
+bench( pkg+':factory', opts, function benchmark( b ) {
+	var mycdf;
+	var p;
+	var x;
+	var y;
+	var i;
+
+	p = 0.3;
+	mycdf = cdf.factory( p );
+
+	b.tic();
+	for ( i = 0; i < b.iterations; i++ ) {
+		x = ( randu()*3.0 ) - 1.0;
+		y = mycdf( x );
+		if ( isnan( y ) ) {
+			b.fail( 'should not return NaN' );
+		}
+	}
+	b.toc();
+	if ( isnan( y ) ) {
+		b.fail( 'should not return NaN' );
+	}
+	b.pass( 'benchmark finished' );
+	b.end();
+});
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/Makefile
new file mode 100644
index 000000000000..f69e9da2b4d3
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+# Define the program used for compiling C source files:
+ifdef C_COMPILER
+	CC := $(C_COMPILER)
+else
+	CC := gcc
+endif
+
+# Define the command-line options when compiling C files:
+CFLAGS ?= \
+	-std=c99 \
+	-O3 \
+	-Wall \
+	-pedantic
+
+# Determine whether to generate position independent code ([1][1], [2][2]).
+#
+# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options
+# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option
+ifeq ($(OS), WINNT)
+	fPIC ?=
+else
+	fPIC ?= -fPIC
+endif
+
+# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`):
+INCLUDE ?=
+
+# List of source files:
+SOURCE_FILES ?=
+
+# List of libraries (e.g., `-lopenblas -lpthread`):
+LIBRARIES ?=
+
+# List of library paths (e.g., `-L /foo/bar -L /beep/boop`):
+LIBPATH ?=
+
+# List of C targets:
+c_targets := benchmark.out
+
+
+# RULES #
+
+#/
+# Compiles source files.
+#
+# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`)
+# @param {string} [CFLAGS] - C compiler options
+# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`)
+# @param {string} [SOURCE_FILES] - list of source files
+# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`)
+# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`)
+#
+# @example
+# make
+#
+# @example
+# make all
+#/
+all: $(c_targets)
+
+.PHONY: all
+
+#/
+# Compiles C source files.
+#
+# @private
+# @param {string} CC - C compiler (e.g., `gcc`)
+# @param {string} CFLAGS - C compiler options
+# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`)
+# @param {string} SOURCE_FILES - list of source files
+# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`)
+# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`)
+#/
+$(c_targets): %.out: %.c
+	$(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES)
+
+#/
+# Runs compiled benchmarks.
+#
+# @example
+# make run
+#/
+run: $(c_targets)
+	$(QUIET) ./$<
+
+.PHONY: run
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean:
+	$(QUIET) -rm -f *.o *.out
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
new file mode 100644
index 000000000000..d5779f3010fc
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
@@ -0,0 +1,135 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/stats/base/dists/bernoulli/cdf.h"
+#include <stdlib.h>
+#include <stdio.h>
+#include <math.h>
+#include <time.h>
+#include <sys/time.h>
+
+#define NAME "bernoulli-cdf"
+#define ITERATIONS 1000000
+#define REPEATS 3
+
+/**
+* Prints the TAP version.
+*/
+static void print_version( void ) {
+	printf( "TAP version 13\n" );
+}
+
+/**
+* Prints the TAP summary.
+*
+* @param total     total number of tests
+* @param passing   total number of passing tests
+*/
+static void print_summary( int total, int passing ) {
+	printf( "#\n" );
+	printf( "1..%d\n", total ); // TAP plan
+	printf( "# total %d\n", total );
+	printf( "# pass  %d\n", passing );
+	printf( "#\n" );
+	printf( "# ok\n" );
+}
+
+/**
+* Prints benchmarks results.
+*
+* @param elapsed   elapsed time in seconds
+*/
+static void print_results( double elapsed ) {
+	double rate = (double)ITERATIONS / elapsed;
+	printf( "  ---\n" );
+	printf( "  iterations: %d\n", ITERATIONS );
+	printf( "  elapsed: %0.9f\n", elapsed );
+	printf( "  rate: %0.9f\n", rate );
+	printf( "  ...\n" );
+}
+
+/**
+* Returns a clock time.
+*
+* @return clock time
+*/
+static double tic( void ) {
+	struct timeval now;
+	gettimeofday( &now, NULL );
+	return (double)now.tv_sec + (double)now.tv_usec/1.0e6;
+}
+
+/**
+* Generates a random number on the interval [0,1).
+*
+* @return random number
+*/
+static double rand_double( void ) {
+	int r = rand();
+	return (double)r / ( (double)RAND_MAX + 1.0 );
+}
+
+/**
+* Runs a benchmark.
+*
+* @return elapsed time in seconds
+*/
+static double benchmark( void ) {
+	double elapsed;
+	double p;
+    double x;
+	double y;
+	double t;
+	int i;
+
+	t = tic();
+	for ( i = 0; i < ITERATIONS; i++ ) {
+        x = ( (double)rand() / (double)RAND_MAX )*3.0 - 1.0;
+		p = ( (double)rand() / (double)RAND_MAX ) ;
+		y = stdlib_base_dists_bernoulli_cdf( x, p );
+		if ( y != y ) {
+			printf( "should not return NaN\n" );
+			break;
+		}
+	}
+	elapsed = tic() - t;
+	if ( y != y ) {
+		printf( "should not return NaN\n" );
+	}
+	return elapsed;
+}
+
+/**
+* Main execution sequence.
+*/
+int main( void ) {
+	double elapsed;
+	int i;
+
+	// Use the current time to seed the random number generator:
+	srand( time( NULL ) );
+
+	print_version();
+	for ( i = 0; i < REPEATS; i++ ) {
+		printf( "# c::%s\n", NAME );
+		elapsed = benchmark();
+		print_results( elapsed );
+		printf( "ok %d benchmark finished\n", i+1 );
+	}
+	print_summary( REPEATS, REPEATS );
+}
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/binding.gyp
new file mode 100644
index 000000000000..507cb00291e7
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/binding.gyp
@@ -0,0 +1,170 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# A `.gyp` file for building a Node.js native add-on.
+#
+# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
+# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
+{
+  # List of files to include in this file:
+  'includes': [
+    './include.gypi',
+  ],
+
+  # Define variables to be used throughout the configuration for all targets:
+  'variables': {
+    # Target name should match the add-on export name:
+    'addon_target_name%': 'addon',
+
+    # Set variables based on the host OS:
+    'conditions': [
+      [
+        'OS=="win"',
+        {
+          # Define the object file suffix:
+          'obj': 'obj',
+        },
+        {
+          # Define the object file suffix:
+          'obj': 'o',
+        }
+      ], # end condition (OS=="win")
+    ], # end conditions
+  }, # end variables
+
+  # Define compile targets:
+  'targets': [
+
+    # Target to generate an add-on:
+    {
+      # The target name should match the add-on export name:
+      'target_name': '<(addon_target_name)',
+
+      # Define dependencies:
+      'dependencies': [],
+
+      # Define directories which contain relevant include headers:
+      'include_dirs': [
+        # Local include directory:
+        '<@(include_dirs)',
+      ],
+
+      # List of source files:
+      'sources': [
+        '<@(src_files)',
+      ],
+
+      # Settings which should be applied when a target's object files are used as linker input:
+      'link_settings': {
+        # Define libraries:
+        'libraries': [
+          '<@(libraries)',
+        ],
+
+        # Define library directories:
+        'library_dirs': [
+          '<@(library_dirs)',
+        ],
+      },
+
+      # C/C++ compiler flags:
+      'cflags': [
+        # Enable commonly used warning options:
+        '-Wall',
+
+        # Aggressive optimization:
+        '-O3',
+      ],
+
+      # C specific compiler flags:
+      'cflags_c': [
+        # Specify the C standard to which a program is expected to conform:
+        '-std=c99',
+      ],
+
+      # C++ specific compiler flags:
+      'cflags_cpp': [
+        # Specify the C++ standard to which a program is expected to conform:
+        '-std=c++11',
+      ],
+
+      # Linker flags:
+      'ldflags': [],
+
+      # Apply conditions based on the host OS:
+      'conditions': [
+        [
+          'OS=="mac"',
+          {
+            # Linker flags:
+            'ldflags': [
+              '-undefined dynamic_lookup',
+              '-Wl,-no-pie',
+              '-Wl,-search_paths_first',
+            ],
+          },
+        ], # end condition (OS=="mac")
+        [
+          'OS!="win"',
+          {
+            # C/C++ flags:
+            'cflags': [
+              # Generate platform-independent code:
+              '-fPIC',
+            ],
+          },
+        ], # end condition (OS!="win")
+      ], # end conditions
+    }, # end target <(addon_target_name)
+
+    # Target to copy a generated add-on to a standard location:
+    {
+      'target_name': 'copy_addon',
+
+      # Declare that the output of this target is not linked:
+      'type': 'none',
+
+      # Define dependencies:
+      'dependencies': [
+        # Require that the add-on be generated before building this target:
+        '<(addon_target_name)',
+      ],
+
+      # Define a list of actions:
+      'actions': [
+        {
+          'action_name': 'copy_addon',
+          'message': 'Copying addon...',
+
+          # Explicitly list the inputs in the command-line invocation below:
+          'inputs': [],
+
+          # Declare the expected outputs:
+          'outputs': [
+            '<(addon_output_dir)/<(addon_target_name).node',
+          ],
+
+          # Define the command-line invocation:
+          'action': [
+            'cp',
+            '<(PRODUCT_DIR)/<(addon_target_name).node',
+            '<(addon_output_dir)/<(addon_target_name).node',
+          ],
+        },
+      ], # end actions
+    }, # end target copy_addon
+  ], # end targets
+}
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/Makefile
new file mode 100644
index 000000000000..d53ef397c77d
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+# Define the program used for compiling C source files:
+ifdef C_COMPILER
+	CC := $(C_COMPILER)
+else
+	CC := gcc
+endif
+
+# Define the command-line options when compiling C files:
+CFLAGS ?= \
+	-std=c99 \
+	-O3 \
+	-Wall \
+	-pedantic
+
+# Determine whether to generate position independent code ([1][1], [2][2]).
+#
+# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options
+# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option
+ifeq ($(OS), WINNT)
+	fPIC ?=
+else
+	fPIC ?= -fPIC
+endif
+
+# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`):
+INCLUDE ?=
+
+# List of source files:
+SOURCE_FILES ?=
+
+# List of libraries (e.g., `-lopenblas -lpthread`):
+LIBRARIES ?=
+
+# List of library paths (e.g., `-L /foo/bar -L /beep/boop`):
+LIBPATH ?=
+
+# List of C targets:
+c_targets := example.out
+
+
+# RULES #
+
+#/
+# Compiles source files.
+#
+# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`)
+# @param {string} [CFLAGS] - C compiler options
+# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`)
+# @param {string} [SOURCE_FILES] - list of source files
+# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`)
+# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`)
+#
+# @example
+# make
+#
+# @example
+# make all
+#/
+all: $(c_targets)
+
+.PHONY: all
+
+#/
+# Compiles C source files.
+#
+# @private
+# @param {string} CC - C compiler (e.g., `gcc`)
+# @param {string} CFLAGS - C compiler options
+# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`)
+# @param {string} SOURCE_FILES - list of source files
+# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`)
+# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`)
+#/
+$(c_targets): %.out: %.c
+	$(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES)
+
+#/
+# Runs compiled examples.
+#
+# @example
+# make run
+#/
+run: $(c_targets)
+	$(QUIET) ./$<
+
+.PHONY: run
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean:
+	$(QUIET) -rm -f *.o *.out
+
+.PHONY: clean
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
new file mode 100644
index 000000000000..1d434b92b195
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
@@ -0,0 +1,35 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/stats/base/dists/bernoulli/cdf.h"
+#include <stdlib.h>
+#include <stdio.h>
+
+int main( void ) {
+	double p;
+    double x;
+	double y;
+	int i;
+
+	for ( i = 0; i < 25; i++ ) {
+        x = ( (double)rand() / (double)RAND_MAX ) * 5.0;
+		p = ( (double)rand() / (double)RAND_MAX ) ;
+		y = stdlib_base_dists_bernoulli_cdf( x, p );
+		printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );
+	}
+}
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi
new file mode 100644
index 000000000000..c6495fc1da3f
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi
@@ -0,0 +1,53 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# A GYP include file for building a Node.js native add-on.
+#
+# Main documentation:
+#
+# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
+# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
+{
+  # Define variables to be used throughout the configuration for all targets:
+  'variables': {
+    # Source directory:
+    'src_dir': './src',
+
+    # Include directories:
+    'include_dirs': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).include; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Add-on destination directory:
+    'addon_output_dir': './src',
+
+    # Source files:
+    'src_files': [
+      '<(src_dir)/addon.c',
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).src; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Library dependencies:
+    'libraries': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).libraries; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Library directories:
+    'library_dirs': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).libpath; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+  }, # end variables
+}
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
new file mode 100644
index 000000000000..7dc281e004fe
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
@@ -0,0 +1,38 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#ifndef STDLIB_STATS_BASE_DISTS_BERNOULLI_CDF_H
+#define STDLIB_STATS_BASE_DISTS_BERNOULLI_CDF_H
+
+/*
+* If C++, prevent name mangling so that the compiler emits a binary file having undecorated names, thus mirroring the behavior of a C compiler.
+*/
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+/**
+Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
+*/
+double stdlib_base_dists_bernoulli_cdf( const double x, const double p );
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif // !STDLIB_STATS_BASE_DISTS_BERNOULLI_CDF_H
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
new file mode 100644
index 000000000000..c7b8d6d52e0d
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
@@ -0,0 +1,67 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var addon = require( './../src/addon.node' );
+
+
+// MAIN //
+
+/**
+* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
+*
+* @param {number} x - input value
+* @param {Probability} p - success probability
+* @returns {Probability} evaluated CDF
+*
+* @example
+* var y = cdf( 0.5, 0.5 );
+* // returns 0.5
+*
+* @example
+* var y = cdf( 2.0, 0.1 );
+* // returns 1.0
+*
+* @example
+* var y = cdf( -1.0, 0.3 );
+* // returns 0.0
+*
+* @example
+* var y = cdf( NaN, 0.5 );
+* // returns NaN
+*
+* @example
+* var y = cdf( 0.0, NaN );
+* // returns NaN
+*
+* @example
+* // Invalid probability
+* var y = cdf( 0.5, 1.4 );
+* // returns NaN
+*/
+function cdf( x, p ) {
+	return addon( x, p );
+}
+
+
+// EXPORTS //
+
+module.exports = cdf;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/manifest.json
new file mode 100644
index 000000000000..8a9584b6f127
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/manifest.json
@@ -0,0 +1,76 @@
+{
+  "options": {
+    "task": "build",
+    "wasm": false
+  },
+  "fields": [
+    {
+      "field": "src",
+      "resolve": true,
+      "relative": true
+    },
+    {
+      "field": "include",
+      "resolve": true,
+      "relative": true
+    },
+    {
+      "field": "libraries",
+      "resolve": false,
+      "relative": false
+    },
+    {
+      "field": "libpath",
+      "resolve": true,
+      "relative": false
+    }
+  ],
+  "confs": [
+    {
+      "task": "build",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/napi/binary",
+        "@stdlib/math/base/assert/is-nan"
+      ]
+    },
+    {
+      "task": "benchmark",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nan"
+      ]
+    },
+    {
+      "task": "examples",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nan"
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/package.json b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/package.json
index 85baadfc557d..c3b369267db4 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/package.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/package.json
@@ -14,11 +14,14 @@
     }
   ],
   "main": "./lib",
+  "gypfile": true,
   "directories": {
     "benchmark": "./benchmark",
     "doc": "./docs",
     "example": "./examples",
+    "include": "./include",
     "lib": "./lib",
+    "src": "./src",
     "test": "./test"
   },
   "types": "./docs/types",
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/Makefile b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/Makefile
new file mode 100644
index 000000000000..81bb164286c3
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/Makefile
@@ -0,0 +1,70 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+
+# RULES #
+
+#/
+# Removes generated files for building an add-on.
+#
+# @example
+# make clean-addon
+#/
+clean-addon:
+	$(QUIET) -rm -f *.o *.node
+
+.PHONY: clean-addon
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean: clean-addon
+
+.PHONY: clean
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/addon.c
new file mode 100644
index 000000000000..4808a629270f
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/addon.c
@@ -0,0 +1,23 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/stats/base/dists/bernoulli/cdf.h"
+#include "stdlib/math/base/napi/binary.h"
+
+// cppcheck-suppress shadowFunction
+STDLIB_MATH_BASE_NAPI_MODULE_DD_D( stdlib_base_dists_bernoulli_cdf )
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
new file mode 100644
index 000000000000..b2981902dbf4
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -0,0 +1,70 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/stats/base/dists/bernoulli/cdf.h"
+#include "stdlib/math/base/assert/is_nan.h"
+
+/**
+* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
+*
+* @param x    input value
+* @param p    success probability
+* @returns    evaluated CDF
+*
+* @example
+* double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
+* // returns ~0.5
+*
+* @example
+* double y = stdlib_base_dists_bernoulli_cdf( 2.0, 0.1 );
+* // returns ~1.0
+*
+* @example
+* double y = stdlib_base_dists_bernoulli_cdf( -1.0, 0.3 );
+* // returns ~0.0
+*
+* @example
+* double y = stdlib_base_dists_bernoulli_cdf( NaN, 0.5 );
+* // returns NaN
+*
+* @example
+* double y = stdlib_base_dists_bernoulli_cdf( 0.0, NaN );
+* // returns NaN
+*
+* @example
+* // Invalid probability
+* double y = stdlib_base_dists_bernoulli_cdf( 0.5, 1.4 );
+* // returns NaN
+*/
+double stdlib_base_dists_bernoulli_cdf( const double x, const double p ) {
+	if (
+		stdlib_base_is_nan( x ) ||
+		stdlib_base_is_nan( p ) ||
+		p < 0.0 ||
+		p > 1.0
+	) {
+		return 0.0/0.0; // NaN
+	}
+	if ( x < 0.0 ) {
+		return 0.0;
+	}
+	if ( x >= 1.0 ) {
+		return 1.0;
+	}
+	return 1.0 - stdlib_base_is_nan( p );
+}
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js
new file mode 100644
index 000000000000..389541941148
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js
@@ -0,0 +1,148 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var resolve = require( 'path' ).resolve;
+var tape = require( 'tape' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var abs = require( '@stdlib/math/base/special/abs' );
+var PINF = require( '@stdlib/constants/float64/pinf' );
+var NINF = require( '@stdlib/constants/float64/ninf' );
+var EPS = require( '@stdlib/constants/float64/eps' );
+
+
+// FIXTURES //
+
+var smallP = require( './fixtures/julia/small_p.json' );
+var largeP = require( './fixtures/julia/large_p.json' );
+
+
+// VARIABLES //
+
+var cdf = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( cdf instanceof Error )
+};
+
+
+// TESTS //
+
+tape( 'main export is a function', opts, function test( t ) {
+	t.ok( true, __filename );
+	t.strictEqual( typeof cdf, 'function', 'main export is a function' );
+	t.end();
+});
+
+tape( 'if provided `NaN` for any parameter, the function returns `NaN`', opts, function test( t ) {
+	var y = cdf( NaN, 0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+	y = cdf( 4.0, NaN );
+	t.equal( isnan( y ), true, 'returns NaN' );
+	t.end();
+});
+
+tape( 'if provided `+infinity` for `x` and a valid `p`, the function returns `1`', opts, function test( t ) {
+	var y = cdf( PINF, 0.5 );
+	t.equal( y, 1.0, 'returns 1' );
+	t.end();
+});
+
+tape( 'if provided a negative number for `x` and a valid `p`, the function returns `0`', opts, function test( t ) {
+	var y = cdf( NINF, 0.5 );
+	t.equal( y, 0.0, 'returns 0' );
+
+	y = cdf( -4.0, 0.5 );
+	t.equal( y, 0.0, 'returns 0' );
+
+	y = cdf( -0.5, 0.5 );
+	t.equal( y, 0.0, 'returns 0' );
+
+	t.end();
+});
+
+tape( 'if provided a value outside `[0,1]` for success probability `p`, the function returns `NaN`', opts, function test( t ) {
+	var y;
+
+	y = cdf( 3.0, PINF );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = cdf( 3.0, 2.0 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = cdf( 3.0, -0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = cdf( 3.0, NINF );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	t.end();
+});
+
+tape( 'the function evaluates the cdf for `x` given small parameter `p`', opts, function test( t ) {
+	var expected;
+	var delta;
+	var tol;
+	var x;
+	var p;
+	var y;
+	var i;
+
+	expected = smallP.expected;
+	x = smallP.x;
+	p = smallP.p;
+	for ( i = 0; i < x.length; i++ ) {
+		y = cdf( x[i], p[i] );
+		if ( y === expected[i] ) {
+			t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
+		} else {
+			delta = abs( y - expected[ i ] );
+			tol = 20.0 * EPS * abs( expected[ i ] );
+			t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. p: '+p[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' );
+		}
+	}
+	t.end();
+});
+
+tape( 'the function evaluates the cdf for `x` given large parameter `p`', opts, function test( t ) {
+	var expected;
+	var delta;
+	var tol;
+	var x;
+	var p;
+	var y;
+	var i;
+
+	expected = largeP.expected;
+	x = largeP.x;
+	p = largeP.p;
+	for ( i = 0; i < x.length; i++ ) {
+		y = cdf( x[i], p[i] );
+		if ( y === expected[i] ) {
+			t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
+		} else {
+			delta = abs( y - expected[ i ] );
+			tol = 1.0 * EPS * abs( expected[ i ] );
+			t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. p: '+p[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' );
+		}
+	}
+	t.end();
+});

From b345b23e0785ac13aa5a6ecaab0a539cf534c4fa Mon Sep 17 00:00:00 2001
From: stdlib-bot <82920195+stdlib-bot@users.noreply.github.com>
Date: Mon, 16 Dec 2024 15:38:46 +0000
Subject: [PATCH 02/22] chore: update copyright years

---
 .../base/dists/bernoulli/cdf/benchmark/benchmark.native.js      | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
index 7416d8a561ba..440fd0c43cd3 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2018 The Stdlib Authors.
+* Copyright (c) 2024 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.

From 9ef01725e0822d6e0f1c00804f182325f327abaf Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Mon, 16 Dec 2024 23:03:01 +0530
Subject: [PATCH 03/22] fix: lint errors

---
 .../@stdlib/stats/base/dists/bernoulli/cdf/README.md          | 4 ++--
 .../base/dists/bernoulli/cdf/benchmark/benchmark.native.js    | 2 +-
 .../@stdlib/stats/base/dists/bernoulli/cdf/src/main.c         | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index e7dc467078aa..55bad9ad35a5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -59,7 +59,7 @@ Evaluates the [cumulative distribution function][cdf] for a [Bernoulli][bernoull
 
 ```javascript
 var y = cdf( 1.0, 0.5 );
-// returns 1.0
+// returns 0.5
 
 y = cdf( 0.5, 0.5 );
 // returns 0.5
@@ -161,7 +161,7 @@ Evaluates the cumulative distribution function (CDF) for an bernoulli distributi
 
 ```c
 double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
-// returns ~0.5
+// returns ~1.0
 
 y = stdlib_base_dists_bernoulli_cdf( 2.0, 0.1 );
 // returns ~1.0
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
index 440fd0c43cd3..c42969a8a100 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
@@ -34,7 +34,7 @@ var cdf = tryRequire( resolve( __dirname, './../lib/native.js' ) );
 var opts = {
 	'skip': ( cdf instanceof Error )
 };
-opts, 
+
 
 // MAIN //
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
index b2981902dbf4..7772de943275 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -66,5 +66,5 @@ double stdlib_base_dists_bernoulli_cdf( const double x, const double p ) {
 	if ( x >= 1.0 ) {
 		return 1.0;
 	}
-	return 1.0 - stdlib_base_is_nan( p );
+	return 1.0 - p ;
 }
\ No newline at end of file

From 757c3aaa94da813f955d633c0d4c72cb988cf7a6 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Tue, 17 Dec 2024 00:06:31 +0530
Subject: [PATCH 04/22] fix: CI errors

---
 .../stats/base/dists/bernoulli/cdf/README.md    |  4 ++--
 .../base/dists/bernoulli/cdf/lib/native.js      | 17 ++++++++---------
 2 files changed, 10 insertions(+), 11 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index 55bad9ad35a5..e7dc467078aa 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -59,7 +59,7 @@ Evaluates the [cumulative distribution function][cdf] for a [Bernoulli][bernoull
 
 ```javascript
 var y = cdf( 1.0, 0.5 );
-// returns 0.5
+// returns 1.0
 
 y = cdf( 0.5, 0.5 );
 // returns 0.5
@@ -161,7 +161,7 @@ Evaluates the cumulative distribution function (CDF) for an bernoulli distributi
 
 ```c
 double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
-// returns ~1.0
+// returns ~0.5
 
 y = stdlib_base_dists_bernoulli_cdf( 2.0, 0.1 );
 // returns ~1.0
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
index c7b8d6d52e0d..bffa5d367c53 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
@@ -33,16 +33,12 @@ var addon = require( './../src/addon.node' );
 * @returns {Probability} evaluated CDF
 *
 * @example
-* var y = cdf( 0.5, 0.5 );
-* // returns 0.5
-*
-* @example
-* var y = cdf( 2.0, 0.1 );
+* var y = cdf( 1.0, 0.5 );
 * // returns 1.0
 *
 * @example
-* var y = cdf( -1.0, 0.3 );
-* // returns 0.0
+* var y = cdf( 0.5, 0.5 );
+* // returns 0.5
 *
 * @example
 * var y = cdf( NaN, 0.5 );
@@ -53,8 +49,11 @@ var addon = require( './../src/addon.node' );
 * // returns NaN
 *
 * @example
-* // Invalid probability
-* var y = cdf( 0.5, 1.4 );
+* var y = cdf( 0.9, -1.0 );
+* // returns NaN
+*
+* @example
+* var y = cdf( 0.9, 1.5 );
 * // returns NaN
 */
 function cdf( x, p ) {

From 2cc43a8ef71cbff4549904dcc963a5aa2815f8b4 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Tue, 17 Dec 2024 00:52:39 +0530
Subject: [PATCH 05/22] fix: lint errors

---
 .../stats/base/dists/bernoulli/cdf/README.md  | 19 +++++++++++--------
 1 file changed, 11 insertions(+), 8 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index e7dc467078aa..7c33ec8c5cec 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -188,7 +188,9 @@ The function accepts the following arguments:
 ```c
 double stdlib_base_dists_bernoulli_cdf( const double x, const double p );
 ```
+
 </section>
+
 <!-- /.usage -->
 
 <!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
@@ -204,23 +206,24 @@ double stdlib_base_dists_bernoulli_cdf( const double x, const double p );
 <section class="examples">
 
 ### Examples
+
 ```c
 #include "stdlib/stats/base/dists/bernoulli/cdf.h"
 #include <stdlib.h>
 #include <stdio.h>
 
 int main( void ) {
-	double p;
+    double p;
     double x;
-	double y;
-	int i;
+    double y;
+    int i;
 
-	for ( i = 0; i < 25; i++ ) {
+    for ( i = 0; i < 25; i++ ) {
         x = ( (double)rand() / (double)RAND_MAX ) * 5.0;
-		p = ( (double)rand() / (double)RAND_MAX ) ;
-		y = stdlib_base_dists_bernoulli_cdf( x, p );
-		printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );
-	}
+        p = ( (double)rand() / (double)RAND_MAX ) ;
+        y = stdlib_base_dists_bernoulli_cdf( x, p );
+        printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );
+    }
 }
 ```
 

From 7a2fb05d23fc7c5cc9f9b5fd42b9a783de30d7bb Mon Sep 17 00:00:00 2001
From: stdlib-bot <82920195+stdlib-bot@users.noreply.github.com>
Date: Fri, 20 Dec 2024 03:28:00 +0000
Subject: [PATCH 06/22] fix: resolve lint errors

---
 .../stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c      | 2 +-
 .../@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c | 2 +-
 .../@stdlib/stats/base/dists/bernoulli/cdf/include.gypi         | 2 +-
 .../@stdlib/stats/base/dists/bernoulli/cdf/manifest.json        | 2 +-
 .../@stdlib/stats/base/dists/bernoulli/cdf/src/main.c           | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
index d5779f3010fc..a1b71ad26f86 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
@@ -132,4 +132,4 @@ int main( void ) {
 		printf( "ok %d benchmark finished\n", i+1 );
 	}
 	print_summary( REPEATS, REPEATS );
-}
\ No newline at end of file
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
index 1d434b92b195..838e108545f8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
@@ -32,4 +32,4 @@ int main( void ) {
 		y = stdlib_base_dists_bernoulli_cdf( x, p );
 		printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );
 	}
-}
\ No newline at end of file
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi
index c6495fc1da3f..575cb043c0bf 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi
@@ -50,4 +50,4 @@
       '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).libpath; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
     ],
   }, # end variables
-}
\ No newline at end of file
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/manifest.json
index 8a9584b6f127..db80b71a4aa4 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/manifest.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/manifest.json
@@ -73,4 +73,4 @@
       ]
     }
   ]
-}
\ No newline at end of file
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
index 7772de943275..f1dcf0b29171 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -67,4 +67,4 @@ double stdlib_base_dists_bernoulli_cdf( const double x, const double p ) {
 		return 1.0;
 	}
 	return 1.0 - p ;
-}
\ No newline at end of file
+}

From 0e2a163267a3e44f7a0beb2cec5f62230eb551da Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Thu, 2 Jan 2025 22:04:11 +0530
Subject: [PATCH 07/22] chore: minor clean up

---
 .../stats/base/dists/bernoulli/cdf/README.md  | 20 ++-----------
 .../cdf/benchmark/benchmark.native.js         | 28 +------------------
 .../dists/bernoulli/cdf/benchmark/c/Makefile  |  2 +-
 .../bernoulli/cdf/benchmark/c/benchmark.c     |  2 +-
 .../base/dists/bernoulli/cdf/binding.gyp      |  4 +--
 .../dists/bernoulli/cdf/examples/c/Makefile   |  4 +--
 .../dists/bernoulli/cdf/examples/c/example.c  |  2 +-
 .../base/dists/bernoulli/cdf/include.gypi     |  2 +-
 .../stdlib/stats/base/dists/bernoulli/cdf.h   |  2 +-
 .../base/dists/bernoulli/cdf/lib/native.js    |  2 +-
 .../base/dists/bernoulli/cdf/src/Makefile     |  4 +--
 .../base/dists/bernoulli/cdf/src/addon.c      |  2 +-
 .../stats/base/dists/bernoulli/cdf/src/main.c |  2 +-
 .../dists/bernoulli/cdf/test/test.native.js   |  2 +-
 14 files changed, 18 insertions(+), 60 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index 7c33ec8c5cec..9630113b988f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -157,30 +157,14 @@ for ( i = 0; i < 10; i++ ) {
 
 #### stdlib_base_dists_bernoulli_cdf( x, p )
 
-Evaluates the cumulative distribution function (CDF) for an bernoulli distribution.
+Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
 
 ```c
 double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
 // returns ~0.5
-
-y = stdlib_base_dists_bernoulli_cdf( 2.0, 0.1 );
-// returns ~1.0
-
-y = stdlib_base_dists_bernoulli_cdf( -1.0, 0.3 );
-// returns ~0.0
-
-y = stdlib_base_dists_bernoulli_cdf( NaN, 0.5 );
-// returns NaN
-
-y = stdlib_base_dists_bernoulli_cdf( 0.0, NaN );
-// returns NaN
-
-// Invalid probability
-y = stdlib_base_dists_bernoulli_cdf( 0.5, 1.4 );
-// returns NaN
 ```
 
-The function accepts the following arguments:
+The function accepts the following arguments    
 
 -   **x**: `[in] double` input value.
 -   **p**: `[in] double` success probability
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
index c42969a8a100..83f01c008b0e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
@@ -60,29 +60,3 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	b.pass( 'benchmark finished' );
 	b.end();
 });
-
-bench( pkg+':factory', opts, function benchmark( b ) {
-	var mycdf;
-	var p;
-	var x;
-	var y;
-	var i;
-
-	p = 0.3;
-	mycdf = cdf.factory( p );
-
-	b.tic();
-	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*3.0 ) - 1.0;
-		y = mycdf( x );
-		if ( isnan( y ) ) {
-			b.fail( 'should not return NaN' );
-		}
-	}
-	b.toc();
-	if ( isnan( y ) ) {
-		b.fail( 'should not return NaN' );
-	}
-	b.pass( 'benchmark finished' );
-	b.end();
-});
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/Makefile
index f69e9da2b4d3..a4bd7b38fd74 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/Makefile
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/Makefile
@@ -1,7 +1,7 @@
 #/
 # @license Apache-2.0
 #
-# Copyright (c) 2024 The Stdlib Authors.
+# Copyright (c) 2025 The Stdlib Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
index a1b71ad26f86..98c61992c155 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/binding.gyp
index 507cb00291e7..68a1ca11d160 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/binding.gyp
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/binding.gyp
@@ -1,6 +1,6 @@
 # @license Apache-2.0
 #
-# Copyright (c) 2024 The Stdlib Authors.
+# Copyright (c) 2025 The Stdlib Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -167,4 +167,4 @@
       ], # end actions
     }, # end target copy_addon
   ], # end targets
-}
\ No newline at end of file
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/Makefile
index d53ef397c77d..25ced822f96a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/Makefile
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/Makefile
@@ -1,7 +1,7 @@
 #/
 # @license Apache-2.0
 #
-# Copyright (c) 2024 The Stdlib Authors.
+# Copyright (c) 2025 The Stdlib Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -143,4 +143,4 @@ run: $(c_targets)
 clean:
 	$(QUIET) -rm -f *.o *.out
 
-.PHONY: clean
\ No newline at end of file
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
index 838e108545f8..3308958cca24 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi
index 575cb043c0bf..ecfaf82a3279 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include.gypi
@@ -1,6 +1,6 @@
 # @license Apache-2.0
 #
-# Copyright (c) 2024 The Stdlib Authors.
+# Copyright (c) 2025 The Stdlib Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
index 7dc281e004fe..9bf95d248f71 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
@@ -27,7 +27,7 @@ extern "C" {
 #endif
 
 /**
-Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
+Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
 */
 double stdlib_base_dists_bernoulli_cdf( const double x, const double p );
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
index bffa5d367c53..40071e4c375c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/Makefile b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/Makefile
index 81bb164286c3..7733b6180cb4 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/Makefile
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/Makefile
@@ -1,7 +1,7 @@
 #/
 # @license Apache-2.0
 #
-# Copyright (c) 2024 The Stdlib Authors.
+# Copyright (c) 2025 The Stdlib Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -67,4 +67,4 @@ clean-addon:
 #/
 clean: clean-addon
 
-.PHONY: clean
\ No newline at end of file
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/addon.c
index 4808a629270f..a68a08f8d79c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/addon.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/addon.c
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
index f1dcf0b29171..42e278a3474a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js
index 389541941148..f11cdc608ca7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.

From 591b3dc49fdeae32c1fcd892dd5904747449679c Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Thu, 2 Jan 2025 22:06:22 +0530
Subject: [PATCH 08/22] fix: lint copyright years

---
 .../cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h         | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
index 9bf95d248f71..faa19cfc6d91 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2024 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.

From 21149c52f7c4960f7e36bac6af466b15d61a7e12 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Thu, 16 Jan 2025 19:44:37 +0530
Subject: [PATCH 09/22] chore: minor clean up

---
 .../stats/base/dists/bernoulli/cdf/README.md  | 11 +++++---
 .../bernoulli/cdf/benchmark/benchmark.js      | 17 +++++++++---
 .../cdf/benchmark/benchmark.native.js         | 18 ++++++++++---
 .../bernoulli/cdf/benchmark/c/benchmark.c     | 27 ++++++++++++-------
 .../base/dists/bernoulli/cdf/docs/repl.txt    |  2 +-
 .../dists/bernoulli/cdf/examples/c/example.c  | 11 +++++---
 .../base/dists/bernoulli/cdf/lib/main.js      |  2 +-
 .../base/dists/bernoulli/cdf/lib/native.js    |  2 +-
 .../stats/base/dists/bernoulli/cdf/src/main.c |  2 +-
 9 files changed, 65 insertions(+), 27 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index 9630113b988f..6fd7c320c9ad 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -196,15 +196,20 @@ double stdlib_base_dists_bernoulli_cdf( const double x, const double p );
 #include <stdlib.h>
 #include <stdio.h>
 
+static double random_uniform( const double min, const double max ) {
+    double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+    return min + ( v*(max-min) );
+}
+
 int main( void ) {
     double p;
     double x;
     double y;
     int i;
 
-    for ( i = 0; i < 25; i++ ) {
-        x = ( (double)rand() / (double)RAND_MAX ) * 5.0;
-        p = ( (double)rand() / (double)RAND_MAX ) ;
+    for ( i = 0; i < 10; i++ ) {
+        x = random_uniform( 0.0, 5.0 );
+        p = random_uniform( 0.0, 1.0 );
         y = stdlib_base_dists_bernoulli_cdf( x, p );
         printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );
     }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
index a8e6ab48ee60..4f39da1e2265 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
@@ -22,6 +22,8 @@
 
 var bench = require( '@stdlib/bench' );
 var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
+var Float64Array = require( '@stdlib/array/float64' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
 var cdf = require( './../lib' );
@@ -30,16 +32,25 @@ var cdf = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var len;
 	var p;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 2.0, 3.0 );
+	}
+	p = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		p[ i ] = uniform( 0.0, 1.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*3.0 ) - 1.0;
-		p = randu();
-		y = cdf( x, p );
+		y = cdf( x[ i%100 ], p[ i%100 ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
index 83f01c008b0e..5e674042b1b6 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
@@ -22,7 +22,8 @@
 
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
+var Float64Array = require( '@stdlib/array/float64' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var pkg = require( './../package.json' ).name;
@@ -39,16 +40,25 @@ var opts = {
 // MAIN //
 
 bench( pkg+'::native', opts, function benchmark( b ) {
+	var len;
 	var p;
 	var x;
 	var y;
 	var i;
 
+	len = 100;
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( 2.0, 3.0 );
+	}
+	p = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		p[ i ] = uniform( 0.0, 1.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*3.0 ) - 1.0;
-		p = randu();
-		y = cdf( x, p );
+		y = cdf( x[ i%100 ], p[ i%100 ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
index 98c61992c155..fe520b2e839a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
@@ -75,13 +75,15 @@ static double tic( void ) {
 }
 
 /**
-* Generates a random number on the interval [0,1).
+* Generates a random number on the interval [min,max).
 *
-* @return random number
+* @param min    minimum value (inclusive)
+* @param max    maximum value (exclusive)
+* @return       random number
 */
-static double rand_double( void ) {
-	int r = rand();
-	return (double)r / ( (double)RAND_MAX + 1.0 );
+static double random_uniform( const double min, const double max ) {
+	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+	return min + ( v * ( max - min ) );
 }
 
 /**
@@ -91,17 +93,22 @@ static double rand_double( void ) {
 */
 static double benchmark( void ) {
 	double elapsed;
-	double p;
-    double x;
+	double p[ 100 ];
+    double x[ 100 ];
 	double y;
 	double t;
 	int i;
 
+	for ( i = 0; i < 100; i++ ) {
+		p[ i ] = random_uniform( 0.1, 10.0 );
+	}
+	for ( i = 0; i < 100; i++ ) {
+		x[ i ] = random_uniform( 2.0, 3.0 );
+	}
+
 	t = tic();
 	for ( i = 0; i < ITERATIONS; i++ ) {
-        x = ( (double)rand() / (double)RAND_MAX )*3.0 - 1.0;
-		p = ( (double)rand() / (double)RAND_MAX ) ;
-		y = stdlib_base_dists_bernoulli_cdf( x, p );
+		y = stdlib_base_dists_bernoulli_cdf( x[ i%100 ], p[ i%100 ] );
 		if ( y != y ) {
 			printf( "should not return NaN\n" );
 			break;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/docs/repl.txt b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/docs/repl.txt
index 38671da57534..c86a3abc32fb 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/docs/repl.txt
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/docs/repl.txt
@@ -1,7 +1,7 @@
 
 {{alias}}( x, p )
     Evaluates the cumulative distribution function (CDF) for a Bernoulli
-    distribution with success probability `p` at a value `x`.
+    distribution with success probability `p`.
 
     If provided `NaN` as any argument, the function returns `NaN`.
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
index 3308958cca24..332a18973c24 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
@@ -20,15 +20,20 @@
 #include <stdlib.h>
 #include <stdio.h>
 
+static double random_uniform( const double min, const double max ) {
+	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+	return min + ( v*(max-min) );
+}
+
 int main( void ) {
 	double p;
     double x;
 	double y;
 	int i;
 
-	for ( i = 0; i < 25; i++ ) {
-        x = ( (double)rand() / (double)RAND_MAX ) * 5.0;
-		p = ( (double)rand() / (double)RAND_MAX ) ;
+	for ( i = 0; i < 10; i++ ) {
+        x = random_uniform( 0.0, 5.0 );
+		p = random_uniform( 0.0, 1.0 );
 		y = stdlib_base_dists_bernoulli_cdf( x, p );
 		printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );
 	}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/main.js
index d54c641b558a..980b1ccc2f28 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/main.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/main.js
@@ -26,7 +26,7 @@ var isnan = require( '@stdlib/math/base/assert/is-nan' );
 // MAIN //
 
 /**
-* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
+* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
 *
 * @param {number} x - input value
 * @param {Probability} p - success probability
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
index 40071e4c375c..01c632a31bdf 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
@@ -26,7 +26,7 @@ var addon = require( './../src/addon.node' );
 // MAIN //
 
 /**
-* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
+* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
 *
 * @param {number} x - input value
 * @param {Probability} p - success probability
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
index 42e278a3474a..b42f19a72ec1 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -20,7 +20,7 @@
 #include "stdlib/math/base/assert/is_nan.h"
 
 /**
-* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
+* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
 *
 * @param x    input value
 * @param p    success probability

From bcebd846c94a0449404d2045590a78e7fb4d53a5 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Thu, 16 Jan 2025 20:12:23 +0530
Subject: [PATCH 10/22] fix: lint error

---
 .../stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c    | 2 +-
 .../stats/base/dists/bernoulli/cdf/examples/c/example.c       | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
index fe520b2e839a..6168da1c5e6e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
@@ -94,7 +94,7 @@ static double random_uniform( const double min, const double max ) {
 static double benchmark( void ) {
 	double elapsed;
 	double p[ 100 ];
-    double x[ 100 ];
+	double x[ 100 ];
 	double y;
 	double t;
 	int i;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
index 332a18973c24..89bc9648ec37 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
@@ -27,12 +27,12 @@ static double random_uniform( const double min, const double max ) {
 
 int main( void ) {
 	double p;
-    double x;
+	double x;
 	double y;
 	int i;
 
 	for ( i = 0; i < 10; i++ ) {
-        x = random_uniform( 0.0, 5.0 );
+		x = random_uniform( 0.0, 5.0 );
 		p = random_uniform( 0.0, 1.0 );
 		y = stdlib_base_dists_bernoulli_cdf( x, p );
 		printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );

From 17db6392edbc5d55c4dc651ed75c8f694557a4af Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Thu, 16 Jan 2025 20:21:23 +0530
Subject: [PATCH 11/22] fix: lint whitespace

---
 .../@stdlib/stats/base/dists/bernoulli/cdf/README.md            | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index 6fd7c320c9ad..d6c6b0d7a9b0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -164,7 +164,7 @@ double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
 // returns ~0.5
 ```
 
-The function accepts the following arguments    
+The function accepts the following arguments
 
 -   **x**: `[in] double` input value.
 -   **p**: `[in] double` success probability

From bbeefcd06c39feb103a27872628abb71d401fce8 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Fri, 17 Jan 2025 21:28:50 +0530
Subject: [PATCH 12/22] chore: update factory code block

---
 .../base/dists/bernoulli/cdf/benchmark/benchmark.js   | 11 ++++++++---
 .../base/dists/bernoulli/cdf/benchmark/c/benchmark.c  |  4 ++--
 2 files changed, 10 insertions(+), 5 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
index 4f39da1e2265..f75f86497914 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
@@ -41,7 +41,7 @@ bench( pkg, function benchmark( b ) {
 	len = 100;
 	x = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( 2.0, 3.0 );
+		x[ i ] = uniform( -1.0, 2.0 );
 	}
 	p = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
@@ -65,6 +65,7 @@ bench( pkg, function benchmark( b ) {
 
 bench( pkg+':factory', function benchmark( b ) {
 	var mycdf;
+	var len;
 	var p;
 	var x;
 	var y;
@@ -73,10 +74,14 @@ bench( pkg+':factory', function benchmark( b ) {
 	p = 0.3;
 	mycdf = cdf.factory( p );
 
+	x = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -1.0, 2.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		x = ( randu()*3.0 ) - 1.0;
-		y = mycdf( x );
+		y = mycdf( x[ i%100 ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
index 6168da1c5e6e..c6f012840383 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
@@ -100,10 +100,10 @@ static double benchmark( void ) {
 	int i;
 
 	for ( i = 0; i < 100; i++ ) {
-		p[ i ] = random_uniform( 0.1, 10.0 );
+		p[ i ] = random_uniform( 0.0, 1.0 );
 	}
 	for ( i = 0; i < 100; i++ ) {
-		x[ i ] = random_uniform( 2.0, 3.0 );
+		x[ i ] = random_uniform( -1.0, 2.0 );
 	}
 
 	t = tic();

From 3a7e8f2718c1a3fdf3ecab22099afd61b1876449 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Fri, 17 Jan 2025 21:34:06 +0530
Subject: [PATCH 13/22] fix: lint error

---
 .../stats/base/dists/bernoulli/cdf/benchmark/benchmark.js        | 1 -
 1 file changed, 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
index f75f86497914..3c7d73df2e9c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
@@ -21,7 +21,6 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
 var uniform = require( '@stdlib/random/base/uniform' );
 var Float64Array = require( '@stdlib/array/float64' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );

From 9e40fbedd723c17e55919753185bbd2f93a83e69 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Fri, 31 Jan 2025 21:58:41 +0530
Subject: [PATCH 14/22] chore: minor updates

---
 .../stats/base/dists/bernoulli/cdf/benchmark/benchmark.js     | 2 +-
 .../base/dists/bernoulli/cdf/benchmark/benchmark.native.js    | 4 ++--
 .../cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h       | 2 +-
 .../@stdlib/stats/base/dists/bernoulli/cdf/lib/main.js        | 2 +-
 .../@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js      | 2 +-
 5 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
index 2a8a484cf85b..c73aadee16c7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
@@ -49,7 +49,7 @@ bench( pkg, function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = cdf( x[ i%100 ], p[ i%100 ] );
+		y = cdf( x[ i % len ], p[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
index 5e674042b1b6..fd48d7cd3f43 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
@@ -49,7 +49,7 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	len = 100;
 	x = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( 2.0, 3.0 );
+		x[ i ] = uniform( -1.0, 2.0 );
 	}
 	p = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
@@ -58,7 +58,7 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = cdf( x[ i%100 ], p[ i%100 ] );
+		y = cdf( x[ i % len ], p[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
index faa19cfc6d91..2693fac4d54c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/include/stdlib/stats/base/dists/bernoulli/cdf.h
@@ -27,7 +27,7 @@ extern "C" {
 #endif
 
 /**
-Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
+* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
 */
 double stdlib_base_dists_bernoulli_cdf( const double x, const double p );
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/main.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/main.js
index 980b1ccc2f28..d54c641b558a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/main.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/main.js
@@ -26,7 +26,7 @@ var isnan = require( '@stdlib/math/base/assert/is-nan' );
 // MAIN //
 
 /**
-* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
+* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
 *
 * @param {number} x - input value
 * @param {Probability} p - success probability
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
index 01c632a31bdf..40071e4c375c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
@@ -26,7 +26,7 @@ var addon = require( './../src/addon.node' );
 // MAIN //
 
 /**
-* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
+* Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
 *
 * @param {number} x - input value
 * @param {Probability} p - success probability

From 1eca739c40cd49e0839f3655877cebef6dd19608 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Wed, 5 Feb 2025 20:07:35 +0530
Subject: [PATCH 15/22] chore: changes from code review

---
 lib/node_modules/@stdlib/repl/README.md       |  6 ++---
 .../stats/base/dists/bernoulli/cdf/README.md  |  4 ++--
 .../bernoulli/cdf/benchmark/benchmark.js      |  2 +-
 .../base/dists/bernoulli/cdf/lib/native.js    |  1 +
 .../stats/base/dists/bernoulli/cdf/src/main.c | 23 +------------------
 5 files changed, 8 insertions(+), 28 deletions(-)

diff --git a/lib/node_modules/@stdlib/repl/README.md b/lib/node_modules/@stdlib/repl/README.md
index 7647a61919fd..d539f3984453 100644
--- a/lib/node_modules/@stdlib/repl/README.md
+++ b/lib/node_modules/@stdlib/repl/README.md
@@ -1329,9 +1329,9 @@ Out[2]: [ 'stdlib-ansi-basic', 'myTheme' ]
 
 Starts a tutorial.
 
-```text
-In [1]: var id = tutorial( 'repl' );
-```
+    ```text
+    In [1]: var id = tutorial( 'repl' );
+    ```
 
 The function accepts the following `options`:
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index d6c6b0d7a9b0..ad9267f426da 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -2,7 +2,7 @@
 
 @license Apache-2.0
 
-Copyright (c) 2024 The Stdlib Authors.
+Copyright (c) 2018 The Stdlib Authors.
 
 Licensed under the Apache License, Version 2.0 (the "License");
 you may not use this file except in compliance with the License.
@@ -167,7 +167,7 @@ double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
 The function accepts the following arguments
 
 -   **x**: `[in] double` input value.
--   **p**: `[in] double` success probability
+-   **p**: `[in] double` success probability.
 
 ```c
 double stdlib_base_dists_bernoulli_cdf( const double x, const double p );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
index c73aadee16c7..b5f76650b49e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
@@ -81,7 +81,7 @@ bench( pkg+':factory', function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		y = mycdf( x[ i%100 ] );
+		y = mycdf( x[ i % len ] );
 
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
index 40071e4c375c..6d1e9642e39b 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
@@ -28,6 +28,7 @@ var addon = require( './../src/addon.node' );
 /**
 * Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p` at a value `x`.
 *
+* @private
 * @param {number} x - input value
 * @param {Probability} p - success probability
 * @returns {Probability} evaluated CDF
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
index b42f19a72ec1..13c33fc0ced5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -24,32 +24,11 @@
 *
 * @param x    input value
 * @param p    success probability
-* @returns    evaluated CDF
+* @returns    expected value
 *
 * @example
 * double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
 * // returns ~0.5
-*
-* @example
-* double y = stdlib_base_dists_bernoulli_cdf( 2.0, 0.1 );
-* // returns ~1.0
-*
-* @example
-* double y = stdlib_base_dists_bernoulli_cdf( -1.0, 0.3 );
-* // returns ~0.0
-*
-* @example
-* double y = stdlib_base_dists_bernoulli_cdf( NaN, 0.5 );
-* // returns NaN
-*
-* @example
-* double y = stdlib_base_dists_bernoulli_cdf( 0.0, NaN );
-* // returns NaN
-*
-* @example
-* // Invalid probability
-* double y = stdlib_base_dists_bernoulli_cdf( 0.5, 1.4 );
-* // returns NaN
 */
 double stdlib_base_dists_bernoulli_cdf( const double x, const double p ) {
 	if (

From c80dab91b88773a3c4fbccc390c806fe2676300b Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Wed, 5 Feb 2025 22:35:06 +0530
Subject: [PATCH 16/22] chore: update C doxygen

---
 .../@stdlib/stats/base/dists/bernoulli/cdf/src/main.c           | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
index 13c33fc0ced5..da66b3b03ce2 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -24,7 +24,7 @@
 *
 * @param x    input value
 * @param p    success probability
-* @returns    expected value
+* @returns    evaluated CDF
 *
 * @example
 * double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );

From e6796cd15f807a9a41d2e4f09461cd8a2404a8dc Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Thu, 6 Feb 2025 09:27:20 +0530
Subject: [PATCH 17/22] chore: stuff from code review

---
 .../@stdlib/stats/base/dists/bernoulli/cdf/README.md          | 4 ++--
 .../stats/base/dists/bernoulli/cdf/benchmark/benchmark.js     | 4 +---
 .../base/dists/bernoulli/cdf/benchmark/benchmark.native.js    | 4 +---
 .../stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c    | 4 +---
 .../stats/base/dists/bernoulli/cdf/examples/c/example.c       | 2 +-
 .../@stdlib/stats/base/dists/bernoulli/cdf/src/main.c         | 4 ++--
 6 files changed, 8 insertions(+), 14 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index ad9267f426da..7c484a115e32 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -161,7 +161,7 @@ Evaluates the cumulative distribution function (CDF) for a Bernoulli distributio
 
 ```c
 double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
-// returns ~0.5
+// returns 0.5
 ```
 
 The function accepts the following arguments
@@ -211,7 +211,7 @@ int main( void ) {
         x = random_uniform( 0.0, 5.0 );
         p = random_uniform( 0.0, 1.0 );
         y = stdlib_base_dists_bernoulli_cdf( x, p );
-        printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );
+        printf( "x: %lf. p: %1f. F(X;p): %lf\n", x, p , y );
     }
 }
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
index b5f76650b49e..ccc1f8424cb3 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.js
@@ -39,11 +39,9 @@ bench( pkg, function benchmark( b ) {
 
 	len = 100;
 	x = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( -1.0, 2.0 );
-	}
 	p = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -1.0, 2.0 );
 		p[ i ] = uniform( 0.0, 1.0 );
 	}
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
index fd48d7cd3f43..b8800154dec5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/benchmark.native.js
@@ -48,11 +48,9 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 
 	len = 100;
 	x = new Float64Array( len );
-	for ( i = 0; i < len; i++ ) {
-		x[ i ] = uniform( -1.0, 2.0 );
-	}
 	p = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
+		x[ i ] = uniform( -1.0, 2.0 );
 		p[ i ] = uniform( 0.0, 1.0 );
 	}
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
index c6f012840383..1db3fec2d357 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/benchmark/c/benchmark.c
@@ -101,14 +101,12 @@ static double benchmark( void ) {
 
 	for ( i = 0; i < 100; i++ ) {
 		p[ i ] = random_uniform( 0.0, 1.0 );
-	}
-	for ( i = 0; i < 100; i++ ) {
 		x[ i ] = random_uniform( -1.0, 2.0 );
 	}
 
 	t = tic();
 	for ( i = 0; i < ITERATIONS; i++ ) {
-		y = stdlib_base_dists_bernoulli_cdf( x[ i%100 ], p[ i%100 ] );
+		y = stdlib_base_dists_bernoulli_cdf( x[ i % 100 ], p[ i % 100 ] );
 		if ( y != y ) {
 			printf( "should not return NaN\n" );
 			break;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
index 89bc9648ec37..583d68714433 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
@@ -35,6 +35,6 @@ int main( void ) {
 		x = random_uniform( 0.0, 5.0 );
 		p = random_uniform( 0.0, 1.0 );
 		y = stdlib_base_dists_bernoulli_cdf( x, p );
-		printf( "x: %lf , p: %1f, F(X;p): %lf\n", x, p , y );
+		printf( "x: %lf. p: %1f. F(X;p): %lf\n", x, p , y );
 	}
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
index da66b3b03ce2..30c8f9e3c882 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -24,11 +24,11 @@
 *
 * @param x    input value
 * @param p    success probability
-* @returns    evaluated CDF
+* @return    evaluated CDF
 *
 * @example
 * double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
-* // returns ~0.5
+* // returns 0.5
 */
 double stdlib_base_dists_bernoulli_cdf( const double x, const double p ) {
 	if (

From 168e55df5fe71c6ee8151057fd17d44d4177cd7f Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Thu, 6 Feb 2025 09:32:43 +0530
Subject: [PATCH 18/22] fix: stack parameter

---
 .../@stdlib/stats/base/dists/bernoulli/cdf/src/main.c           | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
index 30c8f9e3c882..b396c3a3f8ec 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -24,7 +24,7 @@
 *
 * @param x    input value
 * @param p    success probability
-* @return    evaluated CDF
+* @return     evaluated CDF
 *
 * @example
 * double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );

From 775fdb7d85f1a0d6a827ca8ce32a40a04945e8ee Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Fri, 7 Feb 2025 10:39:44 +0530
Subject: [PATCH 19/22] chore: minor clean up

---
 .../@stdlib/stats/base/dists/bernoulli/cdf/README.md            | 2 +-
 .../@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index 7c484a115e32..c9c1dba543ee 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -211,7 +211,7 @@ int main( void ) {
         x = random_uniform( 0.0, 5.0 );
         p = random_uniform( 0.0, 1.0 );
         y = stdlib_base_dists_bernoulli_cdf( x, p );
-        printf( "x: %lf. p: %1f. F(X;p): %lf\n", x, p , y );
+        printf( "x: %lf. p: %lf. F(X;p): %lf\n", x, p, y );
     }
 }
 ```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
index 583d68714433..d764786c4bc5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/examples/c/example.c
@@ -35,6 +35,6 @@ int main( void ) {
 		x = random_uniform( 0.0, 5.0 );
 		p = random_uniform( 0.0, 1.0 );
 		y = stdlib_base_dists_bernoulli_cdf( x, p );
-		printf( "x: %lf. p: %1f. F(X;p): %lf\n", x, p , y );
+		printf( "x: %lf, p: %lf, F(X;p): %lf\n", x, p, y );
 	}
 }

From b2563801547df0818ae44d37a65cff6fb5ae17af Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Fri, 7 Feb 2025 20:09:09 +0530
Subject: [PATCH 20/22] chore: update markdown description

---
 .../@stdlib/stats/base/dists/bernoulli/cdf/README.md          | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index c9c1dba543ee..3be19d65745e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -157,7 +157,7 @@ for ( i = 0; i < 10; i++ ) {
 
 #### stdlib_base_dists_bernoulli_cdf( x, p )
 
-Evaluates the cumulative distribution function (CDF) for a Bernoulli distribution with success probability `p`.
+Returns a function for evaluating the [cumulative distribution function][cdf] of a [Bernoulli][bernoulli-distribution] distribution with success probability `p`
 
 ```c
 double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );
@@ -211,7 +211,7 @@ int main( void ) {
         x = random_uniform( 0.0, 5.0 );
         p = random_uniform( 0.0, 1.0 );
         y = stdlib_base_dists_bernoulli_cdf( x, p );
-        printf( "x: %lf. p: %lf. F(X;p): %lf\n", x, p, y );
+        printf( "x: %lf, p: %lf, F(X;p): %lf\n", x, p, y );
     }
 }
 ```

From c60877ce7090c78bd54400d6cbf924e9961fc5f0 Mon Sep 17 00:00:00 2001
From: Neerajpathak07 <neerajrpathak710@gmail.com>
Date: Tue, 11 Feb 2025 12:57:42 +0530
Subject: [PATCH 21/22] chore: update tests

---
 .../base/dists/bernoulli/cdf/lib/native.js    | 17 +++++++-------
 .../stats/base/dists/bernoulli/cdf/src/main.c |  2 +-
 .../base/dists/bernoulli/cdf/test/test.cdf.js | 22 ++-----------------
 .../dists/bernoulli/cdf/test/test.native.js   | 22 ++-----------------
 4 files changed, 14 insertions(+), 49 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
index 6d1e9642e39b..5254523e7993 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/lib/native.js
@@ -34,12 +34,16 @@ var addon = require( './../src/addon.node' );
 * @returns {Probability} evaluated CDF
 *
 * @example
-* var y = cdf( 1.0, 0.5 );
+* var y = cdf( 0.5, 0.5 );
+* // returns 0.5
+*
+* @example
+* var y = cdf( 2.0, 0.1 );
 * // returns 1.0
 *
 * @example
-* var y = cdf( 0.5, 0.5 );
-* // returns 0.5
+* var y = cdf( -1.0, 0.3 );
+* // returns 0.0
 *
 * @example
 * var y = cdf( NaN, 0.5 );
@@ -50,11 +54,8 @@ var addon = require( './../src/addon.node' );
 * // returns NaN
 *
 * @example
-* var y = cdf( 0.9, -1.0 );
-* // returns NaN
-*
-* @example
-* var y = cdf( 0.9, 1.5 );
+* // Invalid probability
+* var y = cdf( 0.5, 1.4 );
 * // returns NaN
 */
 function cdf( x, p ) {
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
index b396c3a3f8ec..9c37bb59e5f3 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/src/main.c
@@ -45,5 +45,5 @@ double stdlib_base_dists_bernoulli_cdf( const double x, const double p ) {
 	if ( x >= 1.0 ) {
 		return 1.0;
 	}
-	return 1.0 - p ;
+	return 1.0 - p;
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.cdf.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.cdf.js
index 5dc9cd3905a2..723f3aeb2f4f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.cdf.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.cdf.js
@@ -22,10 +22,8 @@
 
 var tape = require( 'tape' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
-var abs = require( '@stdlib/math/base/special/abs' );
 var PINF = require( '@stdlib/constants/float64/pinf' );
 var NINF = require( '@stdlib/constants/float64/ninf' );
-var EPS = require( '@stdlib/constants/float64/eps' );
 var cdf = require( './../lib' );
 
 
@@ -90,8 +88,6 @@ tape( 'if provided a value outside `[0,1]` for success probability `p`, the func
 
 tape( 'the function evaluates the cdf for `x` given small parameter `p`', function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var x;
 	var p;
 	var y;
@@ -102,21 +98,13 @@ tape( 'the function evaluates the cdf for `x` given small parameter `p`', functi
 	p = smallP.p;
 	for ( i = 0; i < x.length; i++ ) {
 		y = cdf( x[i], p[i] );
-		if ( y === expected[i] ) {
-			t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
-		} else {
-			delta = abs( y - expected[ i ] );
-			tol = 20.0 * EPS * abs( expected[ i ] );
-			t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. p: '+p[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' );
-		}
+		t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
 	}
 	t.end();
 });
 
 tape( 'the function evaluates the cdf for `x` given large parameter `p`', function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var x;
 	var p;
 	var y;
@@ -127,13 +115,7 @@ tape( 'the function evaluates the cdf for `x` given large parameter `p`', functi
 	p = largeP.p;
 	for ( i = 0; i < x.length; i++ ) {
 		y = cdf( x[i], p[i] );
-		if ( y === expected[i] ) {
-			t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
-		} else {
-			delta = abs( y - expected[ i ] );
-			tol = 1.0 * EPS * abs( expected[ i ] );
-			t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. p: '+p[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' );
-		}
+		t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
 	}
 	t.end();
 });
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js
index f11cdc608ca7..dac745710587 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/test/test.native.js
@@ -24,10 +24,8 @@ var resolve = require( 'path' ).resolve;
 var tape = require( 'tape' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
-var abs = require( '@stdlib/math/base/special/abs' );
 var PINF = require( '@stdlib/constants/float64/pinf' );
 var NINF = require( '@stdlib/constants/float64/ninf' );
-var EPS = require( '@stdlib/constants/float64/eps' );
 
 
 // FIXTURES //
@@ -99,8 +97,6 @@ tape( 'if provided a value outside `[0,1]` for success probability `p`, the func
 
 tape( 'the function evaluates the cdf for `x` given small parameter `p`', opts, function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var x;
 	var p;
 	var y;
@@ -111,21 +107,13 @@ tape( 'the function evaluates the cdf for `x` given small parameter `p`', opts,
 	p = smallP.p;
 	for ( i = 0; i < x.length; i++ ) {
 		y = cdf( x[i], p[i] );
-		if ( y === expected[i] ) {
-			t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
-		} else {
-			delta = abs( y - expected[ i ] );
-			tol = 20.0 * EPS * abs( expected[ i ] );
-			t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. p: '+p[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' );
-		}
+		t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
 	}
 	t.end();
 });
 
 tape( 'the function evaluates the cdf for `x` given large parameter `p`', opts, function test( t ) {
 	var expected;
-	var delta;
-	var tol;
 	var x;
 	var p;
 	var y;
@@ -136,13 +124,7 @@ tape( 'the function evaluates the cdf for `x` given large parameter `p`', opts,
 	p = largeP.p;
 	for ( i = 0; i < x.length; i++ ) {
 		y = cdf( x[i], p[i] );
-		if ( y === expected[i] ) {
-			t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
-		} else {
-			delta = abs( y - expected[ i ] );
-			tol = 1.0 * EPS * abs( expected[ i ] );
-			t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. p: '+p[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' );
-		}
+		t.equal( y, expected[i], 'x: '+x[i]+', p: '+p[i]+', y: '+y+', expected: '+expected[i] );
 	}
 	t.end();
 });

From 05dcbb2ea650e094f48c7813b1c5deb119601bcd Mon Sep 17 00:00:00 2001
From: Philipp Burckhardt <pburckhardt@outlook.com>
Date: Wed, 23 Apr 2025 21:38:37 -0400
Subject: [PATCH 22/22] chore: apply suggestions from code review

Signed-off-by: Philipp Burckhardt <pburckhardt@outlook.com>
---
 lib/node_modules/@stdlib/repl/README.md                     | 6 +++---
 .../@stdlib/stats/base/dists/bernoulli/cdf/README.md        | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/lib/node_modules/@stdlib/repl/README.md b/lib/node_modules/@stdlib/repl/README.md
index d539f3984453..7647a61919fd 100644
--- a/lib/node_modules/@stdlib/repl/README.md
+++ b/lib/node_modules/@stdlib/repl/README.md
@@ -1329,9 +1329,9 @@ Out[2]: [ 'stdlib-ansi-basic', 'myTheme' ]
 
 Starts a tutorial.
 
-    ```text
-    In [1]: var id = tutorial( 'repl' );
-    ```
+```text
+In [1]: var id = tutorial( 'repl' );
+```
 
 The function accepts the following `options`:
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
index 3be19d65745e..e3556b53f7a9 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/bernoulli/cdf/README.md
@@ -157,7 +157,7 @@ for ( i = 0; i < 10; i++ ) {
 
 #### stdlib_base_dists_bernoulli_cdf( x, p )
 
-Returns a function for evaluating the [cumulative distribution function][cdf] of a [Bernoulli][bernoulli-distribution] distribution with success probability `p`
+Evaluates the [cumulative distribution function][cdf] for a [Bernoulli][bernoulli-distribution] distribution with success probability `p`.
 
 ```c
 double y = stdlib_base_dists_bernoulli_cdf( 0.5, 0.5 );