From 3246d1a0e879901610f26e76135923f65959aa76 Mon Sep 17 00:00:00 2001 From: yuvi-mittal Date: Thu, 26 Dec 2024 15:51:29 +0530 Subject: [PATCH 1/2] feat(stats): add C implementation for t/cdf --- type: pre_commit_static_analysis_report description: Results of running static analysis checks when committing changes. report: - task: lint_filenames status: passed - task: lint_editorconfig status: passed - task: lint_markdown status: na - task: lint_package_json status: na - task: lint_repl_help status: na - task: lint_javascript_src status: na - task: lint_javascript_cli status: na - task: lint_javascript_examples status: na - task: lint_javascript_tests status: passed - task: lint_javascript_benchmarks status: passed - task: lint_python status: na - task: lint_r status: na - task: lint_c_src status: missing_dependencies - task: lint_c_examples status: missing_dependencies - task: lint_c_benchmarks status: missing_dependencies - task: lint_c_tests_fixtures status: na - task: lint_shell status: na - task: lint_typescript_declarations status: na - task: lint_typescript_tests status: na - task: lint_license_headers status: passed --- --- type: pre_push_report description: Results of running various checks prior to pushing changes. report: - task: run_javascript_examples status: na - task: run_c_examples status: na - task: run_cpp_examples status: na - task: run_javascript_readme_examples status: na - task: run_c_benchmarks status: na - task: run_cpp_benchmarks status: na - task: run_fortran_benchmarks status: na - task: run_javascript_benchmarks status: na - task: run_julia_benchmarks status: na - task: run_python_benchmarks status: na - task: run_r_benchmarks status: na - task: run_javascript_tests status: na --- --- .../dists/t/cdf/benchmark/benchmark.native.js | 101 +++++++++++ .../base/dists/t/cdf/benchmark/c/Makefile | 146 +++++++++++++++ .../base/dists/t/cdf/benchmark/c/benchmark.c | 139 ++++++++++++++ .../stats/base/dists/t/cdf/binding.gyp | 170 ++++++++++++++++++ .../base/dists/t/cdf/examples/c/Makefile | 146 +++++++++++++++ .../base/dists/t/cdf/examples/c/example.c | 43 +++++ .../stats/base/dists/t/cdf/include.gypi | 53 ++++++ .../include/stdlib/stats/base/dists/t/cdf.h | 46 +++++ .../stats/base/dists/t/cdf/manifest.json | 86 +++++++++ .../stats/base/dists/t/cdf/src/Makefile | 70 ++++++++ .../stats/base/dists/t/cdf/src/addon.c | 23 +++ .../@stdlib/stats/base/dists/t/cdf/src/main.c | 50 ++++++ .../base/dists/t/cdf/test/test.native.js | 161 +++++++++++++++++ 13 files changed, 1234 insertions(+) create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.native.js create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/benchmark.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/binding.gyp create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/example.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/include.gypi create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/include/stdlib/stats/base/dists/t/cdf.h create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/manifest.json create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/src/Makefile create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/src/addon.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/src/main.c create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/test/test.native.js diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.native.js new file mode 100644 index 000000000000..85dcd742aaa5 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.native.js @@ -0,0 +1,101 @@ +/** +* @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 bench = require( '@stdlib/bench' ); +var Float64Array = require( '@stdlib/array/float64' ); +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' ) ); // Native implementation for t/cdf +var opts = { + 'skip': ( cdf instanceof Error ) +}; + + +// MAIN // + +bench( pkg+'::native', opts, function benchmark( b ) { + var len; + var x; + var v; + var y; + var i; + + len = 100; + x = new Float64Array( len ); + v = new Float64Array( len ); + + for ( i = 0; i < len; i++ ) { + x[ i ] = ( randu() * 20.0 ) - 10.0; + v[ i ] = ( randu() * 10.0 ) + 1.0; + } + + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + y = cdf( x[ i % len ], v[ i % len ] ); + 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+'::native:factory', opts, function benchmark( b ) { + var mycdf; + var v; + var x; + var y; + var i; + + v = 5.0; + mycdf = cdf.factory( v ); + x = new Float64Array( 100 ); + + for ( i = 0; i < x.length; i++ ) { + x[ i ] = ( randu() * 20.0 ) - 10.0; + } + + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + y = mycdf( x[ i % x.length ] ); + 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/t/cdf/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/Makefile new file mode 100644 index 000000000000..5edf2ff7c5ee --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/t/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 \ No newline at end of file diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/benchmark.c new file mode 100644 index 000000000000..d72975ab8d4b --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/benchmark.c @@ -0,0 +1,139 @@ +/** +* @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/t/cdf.h" +#include +#include +#include +#include +#include + +#define NAME "t-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 ); + printf( "# total %d\n", total ); + printf( "# pass %d\n", passing ); + printf( "#\n" ); + printf( "# ok\n" ); +} + +/** +* Prints benchmark 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 [min,max). +* +* @param min minimum value (inclusive) +* @param max maximum value (exclusive) +* @return random number +*/ +static double random_uniform( const double min, const double max ) { + double v = (double)rand() / ( (double)RAND_MAX + 1.0 ); + return min + ( v*(max-min) ); +} + +/** +* Runs a benchmark. +* +* @return elapsed time in seconds +*/ +static double benchmark( void ) { + double elapsed; + double x[ 100 ]; + double v[ 100 ]; + double y; + double t; + int i; + + for ( i = 0; i < 100; i++ ) { + x[ i ] = random_uniform( -10.0, 10.0 ); + v[ i ] = random_uniform( 1.0, 100.0 ); + } + + t = tic(); + for ( i = 0; i < ITERATIONS; i++ ) { + y = stdlib_base_dists_t_cdf( x[ i % 100 ], v[ i % 100 ] ); + 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; + + 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/t/cdf/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/binding.gyp new file mode 100644 index 000000000000..507cb00291e7 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/t/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/t/cdf/examples/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/Makefile new file mode 100644 index 000000000000..7318350fec6c --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/t/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/t/cdf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/example.c new file mode 100644 index 000000000000..21967ef45602 --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/example.c @@ -0,0 +1,43 @@ +/** +* @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/t/cdf.h" +#include +#include + +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 x; + double v; // degrees of freedom + double y; + int i; + + for ( i = 0; i < 25; i++ ) { + // Generate random values for x and degrees of freedom v + x = random_uniform( -10.0, 10.0 ); + v = random_uniform( 1.0, 30.0 ); // degrees of freedom should be > 0 + // Calculate the CDF for the Student's t-distribution + y = stdlib_base_dists_t_cdf( x, v ); + // Print the results + printf( "x: %lf, v: %lf, F(x;v): %lf\n", x, v, y ); + } +} \ No newline at end of file diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/include.gypi new file mode 100644 index 000000000000..c6495fc1da3f --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/t/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': [ + '= 0.0 ) { + return 1.0 - 0.5 * (bt / beta_norm); + } + return 0.5 * (bt / beta_norm); +} \ No newline at end of file diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/test/test.native.js new file mode 100644 index 000000000000..8a70fc6eecfe --- /dev/null +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/test/test.native.js @@ -0,0 +1,161 @@ +/** +* @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 smallRange = require( './fixtures/julia/small_small.json' ); +var mediumRange = require( './fixtures/julia/small_large.json' ); +var largeRange = require( './fixtures/julia/large_large.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, 1.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + y = cdf( 0.0, NaN ); + t.equal( isnan( y ), true, 'returns NaN' ); + t.end(); +}); + +tape( 'if provided `+infinity` for `x` and a valid `v`, the function returns `1`', opts, function test( t ) { + var y = cdf( PINF, 1.0 ); + t.equal( y, 1.0, 'returns 1' ); + t.end(); +}); + +tape( 'if provided `-infinity` for `x` and a valid `v`, the function returns `0`', opts, function test( t ) { + var y = cdf( NINF, 1.0 ); + t.equal( y, 0.0, 'returns 0' ); + t.end(); +}); + +tape( 'if provided `v <= 0`, the function returns `NaN`', opts, function test( t ) { + var y; + + y = cdf( 2.0, -1.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + + y = cdf( 2.0, 0.0 ); + t.equal( isnan( y ), true, 'returns NaN' ); + + t.end(); +}); + +tape( 'the function evaluates the cdf for `x` given a small range of `v`', opts, function test( t ) { + var expected; + var delta; + var tol; + var x; + var v; + var y; + var i; + + expected = smallRange.expected; + x = smallRange.x; + v = smallRange.v; + for ( i = 0; i < x.length; i++ ) { + y = cdf( x[i], v[i] ); + if ( y === expected[i] ) { + t.equal( y, expected[i], 'x: '+x[i]+', v: '+v[i]+', y: '+y+', expected: '+expected[i] ); + } else { + delta = abs( y - expected[ i ] ); + tol = 2.0 * EPS * abs( expected[ i ] ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. v: '+v[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + } + } + t.end(); +}); + +tape( 'the function evaluates the cdf for `x` given a medium range of `v`', opts, function test( t ) { + var expected; + var delta; + var tol; + var x; + var v; + var y; + var i; + + expected = mediumRange.expected; + x = mediumRange.x; + v = mediumRange.v; + for ( i = 0; i < x.length; i++ ) { + y = cdf( x[i], v[i] ); + if ( y === expected[i] ) { + t.equal( y, expected[i], 'x: '+x[i]+', v: '+v[i]+', y: '+y+', expected: '+expected[i] ); + } else { + delta = abs( y - expected[ i ] ); + tol = 2.0 * EPS * abs( expected[ i ] ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. v: '+v[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + } + } + t.end(); +}); + +tape( 'the function evaluates the cdf for `x` given a large range of `v`', opts, function test( t ) { + var expected; + var delta; + var tol; + var x; + var v; + var y; + var i; + + expected = largeRange.expected; + x = largeRange.x; + v = largeRange.v; + for ( i = 0; i < x.length; i++ ) { + y = cdf( x[i], v[i] ); + if ( y === expected[i] ) { + t.equal( y, expected[i], 'x: '+x[i]+', v: '+v[i]+', y: '+y+', expected: '+expected[i] ); + } else { + delta = abs( y - expected[ i ] ); + tol = 2.0 * EPS * abs( expected[ i ] ); + t.ok( delta <= tol, 'within tolerance. x: '+x[ i ]+'. v: '+v[i]+'. y: '+y+'. E: '+expected[ i ]+'. Δ: '+delta+'. tol: '+tol+'.' ); + } + } + t.end(); +}); From 975097d2b41750a7e4749e118c15bf8b12b85a47 Mon Sep 17 00:00:00 2001 From: Jaysukh-409 Date: Thu, 26 Dec 2024 21:41:41 +0530 Subject: [PATCH 2/2] feat: add C implementation of stats/base/dists/t/cdf --- type: pre_commit_static_analysis_report description: Results of running static analysis checks when committing changes. report: - task: lint_filenames status: passed - task: lint_editorconfig status: passed - task: lint_markdown status: passed - task: lint_package_json status: passed - task: lint_repl_help status: na - task: lint_javascript_src status: passed - task: lint_javascript_cli status: na - task: lint_javascript_examples status: na - task: lint_javascript_tests status: na - task: lint_javascript_benchmarks status: passed - task: lint_python status: na - task: lint_r status: na - task: lint_c_src status: missing_dependencies - task: lint_c_examples status: missing_dependencies - task: lint_c_benchmarks status: missing_dependencies - task: lint_c_tests_fixtures status: na - task: lint_shell status: na - task: lint_typescript_declarations status: na - task: lint_typescript_tests status: na - task: lint_license_headers status: passed --- --- type: pre_push_report description: Results of running various checks prior to pushing changes. report: --- --- type: pre_push_report description: Results of running various checks prior to pushing changes. report: --- --- type: pre_push_report description: Results of running various checks prior to pushing changes. report: --- --- type: pre_push_report description: Results of running various checks prior to pushing changes. report: - task: run_javascript_examples status: na - task: run_c_examples status: na - task: run_cpp_examples status: na - task: run_javascript_readme_examples status: na - task: run_c_benchmarks status: na - task: run_cpp_benchmarks status: na - task: run_fortran_benchmarks status: na - task: run_javascript_benchmarks status: na - task: run_julia_benchmarks status: na - task: run_python_benchmarks status: na - task: run_r_benchmarks status: na - task: run_javascript_tests status: na --- --- .../@stdlib/stats/base/dists/t/cdf/README.md | 95 ++++++++++ .../base/dists/t/cdf/benchmark/benchmark.js | 21 ++- .../base/dists/t/cdf/benchmark/c/Makefile | 36 ++-- .../base/dists/t/cdf/benchmark/c/benchmark.c | 2 +- .../stats/base/dists/t/cdf/binding.gyp | 2 +- .../base/dists/t/cdf/examples/c/Makefile | 36 ++-- .../base/dists/t/cdf/examples/c/example.c | 9 +- .../stats/base/dists/t/cdf/include.gypi | 2 +- .../include/stdlib/stats/base/dists/t/cdf.h | 10 +- .../stats/base/dists/t/cdf/lib/main.js | 2 +- .../stats/base/dists/t/cdf/lib/native.js | 67 +++++++ .../stats/base/dists/t/cdf/manifest.json | 168 +++++++++--------- .../stats/base/dists/t/cdf/package.json | 3 + .../stats/base/dists/t/cdf/src/Makefile | 16 +- .../stats/base/dists/t/cdf/src/addon.c | 4 +- .../@stdlib/stats/base/dists/t/cdf/src/main.c | 13 +- 16 files changed, 322 insertions(+), 164 deletions(-) create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/cdf/lib/native.js diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/README.md index 97fe6f1a50ab..10d502494536 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/README.md +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/README.md @@ -132,6 +132,101 @@ for ( i = 0; i < 10; i++ ) { + + +* * * + +
+ +## C APIs + + + +
+ +
+ + + + + +
+ +### Usage + +```c +#include "stdlib/stats/base/dists/t/cdf.h" +``` + +#### stdlib_base_dists_t_cdf( x, v ) + +Evaluates the cumulative distribution function (CDF) for a Student's t distribution. + +```c +double out = stdlib_base_dists_t_cdf( 2.0, 0.1 ); +// returns ~0.611 +``` + +The function accepts the following arguments: + +- **x**: `[in] double` input value. +- **v**: `[in] double` degrees of freedom. + +```c +double stdlib_base_dists_t_cdf( const double x, const double v ); +``` + +
+ + + + + +
+ +
+ + + + + +
+ +### Examples + +```c +#include "stdlib/stats/base/dists/t/cdf.h" +#include +#include + +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 x; + double v; + double y; + int i; + + for ( i = 0; i < 25; i++ ) { + x = random_uniform( -10.0, 10.0 ); + v = random_uniform( 1.0, 30.0 ); + y = stdlib_base_dists_t_cdf( x, v ); + printf( "x: %lf, v: %lf, F(x;v): %lf\n", x, v, y ); + } +} +``` + +
+ + + +
+ + +
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.js index c39760d8de07..6fce5317bf61 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/benchmark.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. @@ -21,8 +21,8 @@ // MODULES // var bench = require( '@stdlib/bench' ); -var ceil = require( '@stdlib/math/base/special/ceil' ); -var randu = require( '@stdlib/random/base/randu' ); +var discreteUniform = require( '@stdlib/random/array/discrete-uniform' ); +var uniform = require( '@stdlib/random/array/uniform' ); var isnan = require( '@stdlib/math/base/assert/is-nan' ); var pkg = require( './../package.json' ).name; var cdf = require( './../lib' ); @@ -36,11 +36,12 @@ bench( pkg, function benchmark( b ) { var y; var i; + x = uniform( 100, -50.0, 50.0 ); + v = discreteUniform( 100, 1.0, 100.0 ); + b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = ( randu()*100.0 ) - 100; - v = ceil( randu()*100.0 ); - y = cdf( x, v ); + y = cdf( x[ i % x.length ], v[ i % v.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } @@ -55,18 +56,16 @@ bench( pkg, function benchmark( b ) { bench( pkg+':factory', function benchmark( b ) { var mycdf; - var v; var x; var y; var i; - v = 3.0; - mycdf = cdf.factory( v ); + x = uniform( 100, -50.0, 50.0 ); + mycdf = cdf.factory( 3.0 ); b.tic(); for ( i = 0; i < b.iterations; i++ ) { - x = ( randu()*100.0 ) - 50.0; - y = mycdf( x ); + y = mycdf( x[ i % x.length ] ); if ( isnan( y ) ) { b.fail( 'should not return NaN' ); } diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/Makefile index 5edf2ff7c5ee..f69e9da2b4d3 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/Makefile +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/Makefile @@ -19,9 +19,9 @@ # VARIABLES # ifndef VERBOSE - QUIET := @ + QUIET := @ else - QUIET := + QUIET := endif # Determine the OS ([1][1], [2][2]). @@ -30,16 +30,16 @@ endif # [2]: http://stackoverflow.com/a/27776822/2225624 OS ?= $(shell uname) ifneq (, $(findstring MINGW,$(OS))) - OS := WINNT + OS := WINNT else ifneq (, $(findstring MSYS,$(OS))) - OS := WINNT + OS := WINNT else ifneq (, $(findstring CYGWIN,$(OS))) - OS := WINNT + OS := WINNT else ifneq (, $(findstring Windows_NT,$(OS))) - OS := WINNT + OS := WINNT endif endif endif @@ -47,26 +47,26 @@ endif # Define the program used for compiling C source files: ifdef C_COMPILER - CC := $(C_COMPILER) + CC := $(C_COMPILER) else - CC := gcc + CC := gcc endif # Define the command-line options when compiling C files: CFLAGS ?= \ - -std=c99 \ - -O3 \ - -Wall \ - -pedantic + -std=c99 \ + -O3 \ + -Wall \ + -pedantic # Determine whether to generate position independent code ([1][1], [2][2]). # # [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options # [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option ifeq ($(OS), WINNT) - fPIC ?= + fPIC ?= else - fPIC ?= -fPIC + fPIC ?= -fPIC endif # List of includes (e.g., `-I /foo/bar -I /beep/boop/include`): @@ -121,7 +121,7 @@ all: $(c_targets) # @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`) #/ $(c_targets): %.out: %.c - $(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES) + $(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES) #/ # Runs compiled benchmarks. @@ -130,7 +130,7 @@ $(c_targets): %.out: %.c # make run #/ run: $(c_targets) - $(QUIET) ./$< + $(QUIET) ./$< .PHONY: run @@ -141,6 +141,6 @@ run: $(c_targets) # make clean #/ clean: - $(QUIET) -rm -f *.o *.out + $(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/t/cdf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/benchmark.c index d72975ab8d4b..cb7e56da1f3d 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/benchmark.c +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/benchmark/c/benchmark.c @@ -136,4 +136,4 @@ 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/t/cdf/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/binding.gyp index 507cb00291e7..ec3992233442 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/binding.gyp +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/binding.gyp @@ -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/t/cdf/examples/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/Makefile index 7318350fec6c..6aed70daf167 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/Makefile +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/Makefile @@ -19,9 +19,9 @@ # VARIABLES # ifndef VERBOSE - QUIET := @ + QUIET := @ else - QUIET := + QUIET := endif # Determine the OS ([1][1], [2][2]). @@ -30,16 +30,16 @@ endif # [2]: http://stackoverflow.com/a/27776822/2225624 OS ?= $(shell uname) ifneq (, $(findstring MINGW,$(OS))) - OS := WINNT + OS := WINNT else ifneq (, $(findstring MSYS,$(OS))) - OS := WINNT + OS := WINNT else ifneq (, $(findstring CYGWIN,$(OS))) - OS := WINNT + OS := WINNT else ifneq (, $(findstring Windows_NT,$(OS))) - OS := WINNT + OS := WINNT endif endif endif @@ -47,26 +47,26 @@ endif # Define the program used for compiling C source files: ifdef C_COMPILER - CC := $(C_COMPILER) + CC := $(C_COMPILER) else - CC := gcc + CC := gcc endif # Define the command-line options when compiling C files: CFLAGS ?= \ - -std=c99 \ - -O3 \ - -Wall \ - -pedantic + -std=c99 \ + -O3 \ + -Wall \ + -pedantic # Determine whether to generate position independent code ([1][1], [2][2]). # # [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options # [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option ifeq ($(OS), WINNT) - fPIC ?= + fPIC ?= else - fPIC ?= -fPIC + fPIC ?= -fPIC endif # List of includes (e.g., `-I /foo/bar -I /beep/boop/include`): @@ -121,7 +121,7 @@ all: $(c_targets) # @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`) #/ $(c_targets): %.out: %.c - $(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES) + $(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES) #/ # Runs compiled examples. @@ -130,7 +130,7 @@ $(c_targets): %.out: %.c # make run #/ run: $(c_targets) - $(QUIET) ./$< + $(QUIET) ./$< .PHONY: run @@ -141,6 +141,6 @@ run: $(c_targets) # make clean #/ clean: - $(QUIET) -rm -f *.o *.out + $(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/t/cdf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/example.c index 21967ef45602..14498efa59d5 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/example.c +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/examples/c/example.c @@ -27,17 +27,14 @@ static double random_uniform( const double min, const double max ) { int main( void ) { double x; - double v; // degrees of freedom + double v; double y; int i; for ( i = 0; i < 25; i++ ) { - // Generate random values for x and degrees of freedom v x = random_uniform( -10.0, 10.0 ); - v = random_uniform( 1.0, 30.0 ); // degrees of freedom should be > 0 - // Calculate the CDF for the Student's t-distribution + v = random_uniform( 1.0, 30.0 ); y = stdlib_base_dists_t_cdf( x, v ); - // Print the results printf( "x: %lf, v: %lf, F(x;v): %lf\n", x, v, y ); } -} \ No newline at end of file +} diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/include.gypi index c6495fc1da3f..575cb043c0bf 100644 --- a/lib/node_modules/@stdlib/stats/base/dists/t/cdf/include.gypi +++ b/lib/node_modules/@stdlib/stats/base/dists/t/cdf/include.gypi @@ -50,4 +50,4 @@ '= 0.0 ) { return 1.0 - 0.5 * (bt / beta_norm); } return 0.5 * (bt / beta_norm); -} \ No newline at end of file +}