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Neural nets wrappers
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@tlikhomanenko tlikhomanenko released this 06 Jul 17:27
0.6.2
055856d

  • Support of neural networks in common interface:

    • theanets
    • neurolab
    • pybrain

    Now all the REP stuff is available for classifiers and regressors from these libraries:

    • usage inside sklearn pipeline
    • grid_search for hyper parameter optimization
    • reports, parallel training on cluster

  • New lovely documentation, check it out!

  • Fixes in metaclassifiers connected with usage of expressions-as-features

  • Rewritten FeatureSplitter

  • Switched to sklearn 0.16

  • New method train_test_split_group - splitting into train and test by the value of special column. Samples with same values are either both in train or both in test.

  • Update howto/notebooks with new open physical datasets

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