Release/0.10.0 (#245)

MobileTeleSystems · Jan 16, 2025 · fb59ed6 · fb59ed6
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -5,10 +5,10 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## Unreleased
+## [0.10.0] - 16.01.2025
 
 ### Added
-- `ImplicitBPRWrapperModel` model ([#232](https://github.com/MobileTeleSystems/RecTools/pull/232))
+- `ImplicitBPRWrapperModel` model with algorithm description in extended baselines tutorial ([#232](https://github.com/MobileTeleSystems/RecTools/pull/232), [#239](https://github.com/MobileTeleSystems/RecTools/pull/239))
 - All vector models and `EASEModel` support for enabling ranking on GPU and selecting number of threads for CPU ranking. Added `recommend_n_threads` and `recommend_use_gpu_ranking` parameters to `EASEModel`, `ImplicitALSWrapperModel`, `ImplicitBPRWrapperModel`, `PureSVDModel` and `DSSMModel`. Added `recommend_use_gpu_ranking` to `LightFMWrapperModel`. GPU and CPU ranking may provide different ordering of items with identical scores in recommendation table, so this could change ordering items in recommendations since GPU ranking is now used as a default one. ([#218](https://github.com/MobileTeleSystems/RecTools/pull/218))
 
 ## [0.9.0] - 11.12.2024

diff --git a/pyproject.toml b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "RecTools"
-version = "0.9.0"
+version = "0.10.0"
 description = "An easy-to-use Python library for building recommendation systems"
 license = "Apache-2.0"
 authors = [

diff --git a/rectools/metrics/intersection.py b/rectools/metrics/intersection.py
@@ -1,4 +1,4 @@
-#  Copyright 2024 MTS (Mobile Telesystems)
+#  Copyright 2024-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/models/__init__.py b/rectools/models/__init__.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/models/dssm.py b/rectools/models/dssm.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/models/ease.py b/rectools/models/ease.py
@@ -1,4 +1,4 @@
-#  Copyright 2024 MTS (Mobile Telesystems)
+#  Copyright 2024-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/models/implicit_als.py b/rectools/models/implicit_als.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/models/implicit_bpr.py b/rectools/models/implicit_bpr.py
@@ -1,3 +1,17 @@
+#  Copyright 2025 MTS (Mobile Telesystems)
+#
+#  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.
+
 import typing as tp
 from copy import deepcopy
 

diff --git a/rectools/models/lightfm.py b/rectools/models/lightfm.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/models/pure_svd.py b/rectools/models/pure_svd.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/models/rank.py b/rectools/models/rank.py
@@ -1,4 +1,4 @@
-#  Copyright 2024 MTS (Mobile Telesystems)
+#  Copyright 2024-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/models/utils.py b/rectools/models/utils.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/models/vector.py b/rectools/models/vector.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/utils/serialization.py b/rectools/utils/serialization.py
@@ -1,4 +1,4 @@
-#  Copyright 2024 MTS (Mobile Telesystems)
+#  Copyright 2024-2025 MTS (Mobile Telesystems)
 #
 #  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/rectools/version.py b/rectools/version.py
@@ -12,4 +12,4 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 
-VERSION = "0.9.0"
+VERSION = "0.10.0"
diff --git a/tests/models/test_dssm.py b/tests/models/test_dssm.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/tests/models/test_ease.py b/tests/models/test_ease.py
@@ -1,4 +1,4 @@
-#  Copyright 2024 MTS (Mobile Telesystems)
+#  Copyright 2024-2025 MTS (Mobile Telesystems)
 #
 #  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/tests/models/test_implicit_als.py b/tests/models/test_implicit_als.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/tests/models/test_implicit_bpr.py b/tests/models/test_implicit_bpr.py
@@ -1,3 +1,17 @@
+#  Copyright 2025 MTS (Mobile Telesystems)
+#
+#  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.
+
 import typing as tp
 from copy import deepcopy
 

diff --git a/tests/models/test_lightfm.py b/tests/models/test_lightfm.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/tests/models/test_pure_svd.py b/tests/models/test_pure_svd.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/tests/models/test_serialization.py b/tests/models/test_serialization.py
@@ -1,4 +1,4 @@
-#  Copyright 2024 MTS (Mobile Telesystems)
+#  Copyright 2024-2025 MTS (Mobile Telesystems)
 #
 #  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/tests/models/test_vector.py b/tests/models/test_vector.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  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/tests/tools/test_ann.py b/tests/tools/test_ann.py
@@ -1,4 +1,4 @@
-#  Copyright 2022-2024 MTS (Mobile Telesystems)
+#  Copyright 2022-2025 MTS (Mobile Telesystems)
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
 #  you may not use this file except in compliance with the License.