Merge branch 'main' into tutorials

jax-ml · Mar 20, 2024 · 7c3a92b · 7c3a92b
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diff --git a/README.md b/README.md
@@ -7,3 +7,4 @@
 Coix (COmbinators In jaX) is a flexible and backend-agnostic implementation of inference combinators [(Stites and Zimmermann et al., 2021)](https://arxiv.org/abs/2103.00668), a set of program transformations for compositional inference with probabilistic programs. Coix ships with backends for numpyro and oryx, and a set of pre-implemented losses and utility functions that allows to implement and run a wide variety of inference algorithms out-of-the-box.
 
 *This is not an officially supported Google product.*
+
diff --git a/coix/__init__.py b/coix/__init__.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/algo.py b/coix/algo.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/algo_test.py b/coix/algo_test.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/api.py b/coix/api.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/api_test.py b/coix/api_test.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/core.py b/coix/core.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/core_test.py b/coix/core_test.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/loss.py b/coix/loss.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/loss_test.py b/coix/loss_test.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/numpyro.py b/coix/numpyro.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/oryx.py b/coix/oryx.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/oryx_test.py b/coix/oryx_test.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/util.py b/coix/util.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/coix/util_test.py b/coix/util_test.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/examples/anneal.py b/examples/anneal.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/examples/anneal_oryx.py b/examples/anneal_oryx.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/examples/bmnist.py b/examples/bmnist.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/examples/dmm_oryx.py b/examples/dmm_oryx.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix 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/examples/gmm_oryx.py b/examples/gmm_oryx.py
@@ -1,4 +1,4 @@
-# Copyright 2023 The coix Authors.
+# Copyright 2024 The coix Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
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		Coix (COmbinators In jaX) is a flexible and backend-agnostic implementation of inference combinators [(Stites and Zimmermann et al., 2021)](https://arxiv.org/abs/2103.00668), a set of program transformations for compositional inference with probabilistic programs. Coix ships with backends for numpyro and oryx, and a set of pre-implemented losses and utility functions that allows to implement and run a wide variety of inference algorithms out-of-the-box.

		This is not an officially supported Google product.