Omikuji Versions Save

An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification

v0.5.1

7 months ago

What's Changed

Build wheels for Python 3.11 and 3.12, remove Python 3.7 builds and support by @juhoinkinen in https://github.com/tomtung/omikuji/pull/50

New Contributors

@juhoinkinen made their first contribution in https://github.com/tomtung/omikuji/pull/50

Full Changelog: https://github.com/tomtung/omikuji/compare/v0.5.0...v0.5.1

v0.5.0

2 years ago

What's Changed

Drop support for Python 3.6 by @tomtung in https://github.com/tomtung/omikuji/pull/41
Update simple_logger to avoid throwing local-time-related error during logger initialization by @tomtung in https://github.com/tomtung/omikuji/pull/40
Support loading symlinked model files by @tomtung in https://github.com/tomtung/omikuji/pull/39
Upgrade clap to version 3.0 by @tomtung in https://github.com/tomtung/omikuji/pull/42

Full Changelog: https://github.com/tomtung/omikuji/compare/v0.4.1...v0.5.0

v0.4.1

2 years ago

What's Changed

Limit number of label candidates per leaf for prediction by @tomtung in https://github.com/tomtung/omikuji/pull/36

Full Changelog: https://github.com/tomtung/omikuji/compare/v0.4.0...v0.4.1

v0.4.0

2 years ago

What's Changed

Change weight matrix storage to significantly speed up prediction while using less memory by @tomtung in https://github.com/tomtung/omikuji/pull/33
- Note: this breaks compatibility of saved model files

Full Changelog: https://github.com/tomtung/omikuji/compare/v0.3.4...v0.4.0

v0.3.4

2 years ago

What's Changed

Downgrade sprs to 0.9 to fix training speed regression by @tomtung in https://github.com/tomtung/omikuji/pull/32

Full Changelog: https://github.com/tomtung/omikuji/compare/v0.3.3...v0.3.4