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ChangeLog

Release 0.6.2 - 2019/01/28

  • New Features
    • Add Bandit service (#129, #131)
    • Add support for clear_row method of Recommender (#136, #137)
  • Improvements
    • Add visualize example using TensorBoard (#131)
  • Bug Fixes
    • Fix schema not working with service specialized column definition (#134, #135)
    • Fix Twitter Loader not working with latest tweepy (#138)

Release 0.6.1 - 2018/10/29

  • New Features
    • Add postgresql loader (#125)
    • Add support for filtering API of Recommender (#126, #127)
  • Bug Fixes
    • Fix classifier_kfold.py example not working with sklearn 0.20 or later (#128)

Release 0.6.0 (2018-08-27)

  • New Features
    • Add Burst service (#94, #124)

Release 0.5.5 (2018-04-23)

  • New Features
    • Add support for distance option of Clustering (#123)
  • Documentation
    • Translate documents into Japanese (#104, #105, #108, #110, #111, #113-122)

Release 0.5.4 (2018-02-26)

  • New Features
    • Add Nearest Neighbor service (#92, #103)
    • Add support for add_bulk of Anomaly (#106)

Release 0.5.3 (2017-12-18)

  • New Features
    • Add Clustering service (#93, #98)

Release 0.5.2 (2017-10-30)

  • Changes to Supported Systems
    • Deprecate Python 2.6 support (#99, #100)

Release 0.5.1 (2017-08-28)

  • New Features
    • Add --transform option to jubamodel command (#75, #83)
  • Improvements
    • Fix library version for Python 2.6 (#88, #91)

Release 0.5.0 (2017-04-24)

  • New Features
    • Add Regression service (#82, #87)
    • Add --replace-config / --replace-version options to jubamodel command (#76, #77)
  • Improvements
    • Improve color of version number in docs (#80, #81)
  • Bug Fixes
    • Fix CSVLoader not working with restkey option in Python 2 (#78, #79)

Release 0.4.2 (2017-02-27)

  • New Features
    • Add scikit-learn wrapper (#73)
  • Bug Fixes
    • Fix dead links in documents (#74)

Release 0.4.1 (2016-12-26)

  • New Features
    • Support Embedded Jubatus (#70)
  • Improvements
    • Implement __repr__ method to base classes (#42, #71)
    • Add jubakit.model.JubaModel example (#68)
    • Add jubakit.model.JubaDump example (#69, #71)
  • Bug Fixes
    • Fix document typos (#67)

Release 0.4.0 (2016-10-31)

  • New Features
    • Add Recommender service (#52, #58)
    • Add model file manipulation tools (#4, #62)
    • Add ConcatLoader (#61)
  • Improvements
    • Support Jubatus 1.0 (#66)
    • Improve Classifier Schema to accept columns without LABEL (#40, #57)
    • Improve handlign of bool-typed values (#9, #63)
    • Add option to apply Softmax to the resulting score in Classifier (#59)
    • Implement feature to enable logging by environment variable (#39, #65)
    • Improve RPC port allocation method (#44, #54)
    • Improve jubakit to work with non-standard Homebrew installations on macOS (#32, #35)
    • Update theme of docs (#60)
  • Bug Fixes
    • Fix non-static Datasets does not allow automatic Schema prediction (#41, #64)
    • Fix error handling in jubash command (#55)
    • Fix error message when Jubatus servers are not installed on macOS (#56)

Release 0.3.0 (2016-08-29)

  • New Features
    • Add Shell feature and jubash command (#38, #45, #51)
  • Improvements
    • Add API reference and design documents (#33, #36, #43, #53)
    • Add from_data method to Classifier service (#46)
  • Bug Fixes
    • Fix CSVLoader parameter handling (#34)
    • Fix typo in error message format (#49, #50)

Release 0.2.2 (2016-07-25)

  • Improvements
    • Add hyper-parameter tuning example using hyperopt library (#28)
    • Fix warnings when using numpy record (#29)
  • Bug Fixes
    • Fix log output from server not captured correctly (#30, #31)

Release 0.2.1 (2016-06-27)

  • Improvements
    • Add support for cosine and euclidean method of Classifier (#27)
    • Improve default configuration of NN method of Classifier to use multiple CPU cores (#26)
    • Improve Anomaly service to validate invalid method name (#25)
    • Fix deprecated test warning in Python 3.5 (#24)

Release 0.2.0 (2016-05-30)

  • New Features
    • Add support for Anomaly engine (#20)
    • Add support for Weight engine (#19)
  • Improvements
    • Add logging system (#12, #17)
    • Add get_status API to Service (#15)
    • Add seed option to shuffle API to Dataset (#14)
    • Revise Loader API (#13)
    • Config.add_mecab API now accepts feature filters as list (#16)
    • Improve documentation (#11)
    • Add tests (#21)
  • Bug Fixes
    • Fix missing records not ignored as expected (#22)
    • Fix get_label of Classifier service raise unexpected error when the dataset is not static (#21)
    • Fix LineBasedStreamLoader not closing file when iteration is terminated (#10)
    • Fix classifer_bulk.py example not using config object (#18)

Release 0.1.0 (2016-04-25)

Initial release.