benfred/implicit v0.6.0

on GitHub

Changes

🚀 Features

• Add an alpha parameter for the ALS models @benfred (#581)
• Use num_threads for batch recommendations in MF models @benfred (#562)
• Add save/load functions for models @benfred (#552)
• Publish binary wheels to PyPi using cibuildwheel @benfred (#546)

🐛 Bug Fixes

• Fix default argument typo in benchmark_als.py @atakanfilgoz (#585)
• Fix save/load for models that haven't been fit @benfred (#577)
• Warn on non-csr input passed to model.fit @benfred (#578)
• Fix partial_fit_items bug with only growing by a single item @benfred (#563)

🏎💨 Performance Improvements

• Only call sort_indices when verifying negative samples @benfred (#583)

📄 Documentation

• Update link to dataset in lastfm example script @benfred (#573)

🧰 Maintenance

• Add release-drafter workflow for generating release notes @benfred (#579)
• Disable building GPU extension if IMPLICIT_DISABLE_CUDA env var is set @benfred (#561)
• Build binary wheels for apple silicon @benfred (#553)
• Use scikit-build>=0.13.1 @benfred (#549)
• Disable compute_86 compilation for cuda 11.0 @benfred (#536)
• Require cmake v3.17+ @benfred (#534)