0.8.0

[Oxid15]

Version 0.8.0

New Cascade version at last!
0.8.0 brings some useful changes and improvements

Adds

• Adds the ability to index lines in ModelRepo by integer indices Improve repo #104
• Adds the ability to load best model by certain metric using MetricViewer Improve repo #104
• The ability to customize saving and evaluation strategies in Trainer Improve trainer #107
• Check of hash in SkModel SkModel hash check SkModel hash check  #111
• Way to get dataset from Pickler The way to get dataset from pickler #113
• ModelRepo automatically assigns name to a new line Auto name new line #114
• VersionAssigner - the way to automatically version datasets Auto data versioning #112
• Composer Composer #121
• WeighedSampler Weighed sampler #125
• DataleakValidator Add DataleakValidator #126

Refactors

• More stable start from checkpoint in Trainer Improve trainer #107
• Improves repo performance - now it loads much faster Improve repo performace #109
• Work with meta lists Refactor and update docs #116
• Under- and OverSampler

Fixes

• MetaViewer behaviors Refactor and update docs #116

Deletes

• MetaHandlers read and write will be deprecated Improve repo performace #109
• Removes the ability to use repo.lines as a public field making it protected Improve repo #104
• Drops support of old meta files with no type keyword Drop deprecated #110
• Drop SkModel name argument warning Drop deprecated #110
• Drop SkClassifier Drop deprecated #110

Docs

• New Trainer example Refactor and update docs #116

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This discussion was created from the release 0.8.0.