This repository has been archived by the owner on Oct 8, 2019. It is now read-only.
Hivemall v0.4.2-rc.1
Pre-release
Pre-release
This is the first release candidate for Hivemall v0.4.2
. We skipped v0.4.1
since there are tremendous changes in this release.
We would like to thank all contributors of this release.
Caution: FFM and BPRMF implementations are still experimental and subject to change (so not documented). We DO NOT recommend to use this version in production yet.
Changes since v0.4.1-alpha.6
are summarized as follows:
- Major Enhancement
- Initial support for
Hivemall on Spark
#274 - Implemented
Field-aware Factorization Machines
#284 #286 #288 #290 #292 #293 #295 #297 - Implemented
BPR-MF
(Matrix Factorization for Implicit Feedbacks) #278 [d427bd8]- Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, Lars Schmidt-Thieme. "BPR: Bayesian Personalized Ranking from Implicit Feedback", Proc. UAI, 2009.
- Initial support for
- Minor Enhancement
- Major Change
- Minor Change
- Bug Fixes
- Fixed a bug in model_id generation scheme of RandomForest #299