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Recommenders 1.2.1 source code.zip (3.1 MB)
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| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| recommenders-1.1.1.tar.gz | 2022-07-20 | 263.0 kB | |
| recommenders-1.1.1-py3-none-any.whl | 2022-07-20 | 339.0 kB | |
| README.md | 2022-07-20 | 3.0 kB | |
| Recommenders 1.1.1.tar.gz | 2022-07-20 | 2.5 MB | |
| Recommenders 1.1.1.zip | 2022-07-20 | 2.7 MB | |
| Totals: 5 Items | 5.8 MB | 0 | |
New algorithms or improvements
- Reduce iterations of W&D to reduce the integration tests time in https://github.com/microsoft/recommenders/pull/1698
- Implementation of most frequent recommendation in https://github.com/microsoft/recommenders/pull/1666
- Implement time_now for sarplus in [#1719] [#1721]
- Add a fast failure in SAR+ if the similarity metric is not within the options in https://github.com/microsoft/recommenders/pull/1743
- SAR item similarity dtype correction in https://github.com/microsoft/recommenders/pull/1751
- Simplify SAR test data loading functions in https://github.com/microsoft/recommenders/pull/1752
- Reformat SAR+ SQL queries in https://github.com/microsoft/recommenders/pull/1772
- Add new item similarity metrics for SAR in https://github.com/microsoft/recommenders/pull/1754
New utilities or improvements
- Rewrite get_top_k_items() to improve runtime in https://github.com/microsoft/recommenders/pull/1748
- Optimized Spark recall_at_k time performance in https://github.com/microsoft/recommenders/pull/1796
New notebooks or improvements
- Fix missing import in FastAI notebook https://github.com/microsoft/recommenders/pull/1708
- Review NCF notebook in [#1703] [#1712]
- Review LigthFM notebook and add test in https://github.com/microsoft/recommenders/pull/1706
- Review BPR notebook in https://github.com/microsoft/recommenders/pull/1704
- Review LightGCN notebook in https://github.com/microsoft/recommenders/pull/1714
- Review DKN notebook in https://github.com/microsoft/recommenders/pull/1722
- Review SAR notebook [#1738] [#1768]
Other features
- Enable distributed tests with AzureML [#1696] [#1717] [#1729] [#1733] [#1739] [#1747] [#1732] [#1755] [#1763] [#1771] [#1773] [#1775] [#1787] [#1788] [#1794]
- Added tests for Python 3.8 and 3.9 in https://github.com/microsoft/recommenders/pull/1756
- Image of contributors in https://github.com/microsoft/recommenders/pull/1692
- Update README.md in [#1709] [#1711] [#1767]
- Error in codeowners file in https://github.com/microsoft/recommenders/pull/1699
- Add test to check if CuDNN is enabled in https://github.com/microsoft/recommenders/pull/1715
- Update docker image reference to internal registry in https://github.com/microsoft/recommenders/pull/1727
- Fixed a link error in data_transform.ipynb in https://github.com/microsoft/recommenders/pull/1736
- Added tests for ranking function get_top_k_items() in https://github.com/microsoft/recommenders/pull/1757
- Fix memory error in CPU nightly workflow in https://github.com/microsoft/recommenders/pull/1759
- Update test infrastructure explanation [#1776] [#1777]
- Added time performance tests in https://github.com/microsoft/recommenders/pull/1765
- Add path filter to avoid triggering unit tests when we change a markdown in https://github.com/microsoft/recommenders/pull/1791
Full Changelog: https://github.com/microsoft/recommenders/compare/1.1.0...1.1.1
