Add a directory for Adaptive MALT project.

PiperOrigin-RevId: 473793633

Author: SiegeLordEx

discussion/adaptive_malt/BUILD

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+# Copyright 2022 The TensorFlow Probability 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.
+# ============================================================================
+# Adaptive MALT files.
+
+# [internal] load pytype.bzl (pytype_strict_library)
+load("//third_party/py/pytest:pytest_defs.bzl", "pytest_test")
+
+licenses(["notice"])
+
+# pytype_strict
+py_library(
+    name = "adaptive_malt",
+    srcs = ["adaptive_malt.py"],
+    deps = [
+        # gin dep,
+        # immutabledict dep,
+        # jax dep,
+        "//fun_mc:using_jax",
+        "//inference_gym:using_jax",
+        "//tensorflow_probability/substrates:jax",
+    ],
+)
+
+pytest_test(
+    name = "adaptive_malt_test",
+    srcs = ["adaptive_malt_test.py"],
+    deps = [
+        ":adaptive_malt",
+        # absl/testing:absltest dep,
+        # absl/testing:parameterized dep,
+        # inference_gym:using_jax dep,
+        # jax dep,
+        # numpy dep,
+        "//inference_gym:using_jax",
+        "//tensorflow_probability/substrates:jax",
+    ],
+)

discussion/adaptive_malt/README.md

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+# Adaptive MALT
+
+This directory contains the implementation of the adaptive MALT algorithm.