Hivemall v0.4.2-rc.2
myui
released this
Assets
- 384 Bytes define-additional.hive
- 23.7 KB define-all-as-permanent.hive
- 21.8 KB define-all.hive
- 21.3 KB define-all.spark
- 1.7 MB hivemall-core-0.4.2-rc.2-with-dependencies.jar
- 1.39 MB hivemall-mixserv-0.4.2-rc.2-fat.jar
- 8.14 MB hivemall-nlp-0.4.2-rc.2-with-dependencies.jar
- 1.71 MB hivemall-spark-0.4.2-rc.2-with-dependencies.jar
- Source code (zip)
- Source code (tar.gz)
This is the second release candidate for Hivemall v0.4.2.
CAUTION: Please use add_bias
instead of addBias
for adding bias clauses from this release. If you want to use addBias
, please issue the deprecated DDLs manually.
We DO NOT recommend to use this version in production yet.
Changes since v0.4.2-rc.1
are summarized as follows:
- Bug Fixes
- Major Changes
- Minor Changes
Hivemall v0.4.2-rc.1
myui
released this
Assets
- 384 Bytes define-additional.hive
- 24 KB define-all-as-permanent.hive
- 22.1 KB define-all.hive
- 1.7 MB hivemall-core-0.4.2-rc.1-with-dependencies.jar
- 1.39 MB hivemall-mixserv-0.4.2-rc.1-fat.jar
- 8.14 MB hivemall-nlp-0.4.2-rc.1-with-dependencies.jar
- 1.71 MB hivemall-spark-0.4.2-rc.1-with-dependencies.jar
- Source code (zip)
- Source code (tar.gz)
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
Hivemall v0.4.1-alpha.6 (Alpha release)
myui
released this
Assets
This is the 6th alpha release for v0.4.1. We DO NOT recommend to use this version in production yet.
Changes since v0.4.1-alpha.5
are summarized as follows:
Hivemall v0.4.1-alpha.5 (Alpha release)
myui
released this
Assets
This is the fifth alpha release for v0.4.1. We DO NOT recommend to use this version in production yet.
Note: v0.4.1-alpha.4 has been skipped.
Changes since v0.4.1-alpha.3
are summarized as follows:
Hivemall v0.4.1-alpha.3 (Alpha release)
myui
released this
Assets
This is the third alpha release for v0.4.1. We DO NOT recommend to use this version in production yet.
Major enhancement of this release is the support for mini batch gradient descent.
Find the usage in this page.
Note that the usage/behavior of RandomForest has been changed in this release.
You can find changes in this page.
Changes since v0.4.1-alpha.2
are summarized as follows:
- Major Enhancement
- Supported mini batch gradient descent for logistic regression #252
- Minor Enhancement
- Major Change
- Minor Changes
- Bug Fixes
Hivemall v0.4.1-alpha.2 (Alpha release)
myui
released this
Assets
This is the 2nd alpha release for v0.4.1. We DO NOT recommend to use this version in production yet.
Changes since v0.4.1-alpha.1 are summarized as follows:
Hivemall v0.4.1-alpha.1 (Alpha release)
myui
released this
Assets
This is a alpha release for v0.4.1. We DO NOT recommend to use this version in production yet.
For the usage of tokenize_ja
, please refer this wiki page.
Changes since v0.4.0-2 are summarized as follows:
- Major Enhancement
- Supported Japanese tokenizer UDF
tokenize_ja
[https://github.com/myui/hivemall/pull/227]
- Supported Japanese tokenizer UDF
- Major Changes
- Separated maven module into core and mixserv [https://github.com/myui/hivemall/pull/225]
- Changed the default
max_depth
of gradient tree boosting classifier [c4ade19]
- Bug Fixes
- Fixed
fm_predict
not to use Custom class for the result ofterminatePartial
[https://github.com/myui/hivemall/pull/230]
- Fixed
Hivemall v0.4.0-2 (maintenance release)
myui
released this
Assets
This is a maintenance release of Hivemall v0.4.0. The following bug fixes have been applied.
Changes since v0.4.0-1 are summarized as follows:
Hivemall v0.4.0-1 (maintenance release)
myui
released this