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timeseriesAI/tsai: v0.3.1

Ignacio Oguiza; Dickson Neoh Tze How; Victor Rodriguez-Fernandez; geoHeil; Radi Cho; Doug Williams; Raghu Kainkaryam; imilas; David Muhr; Jeff H; MichaelDee; Kapil Sachdeva; Thomas Capelle

Release notes 0.3.1 New Features
  • added StratifiedSampler to handle imbalanced datasets (#479)

  • added seq_embed_size and seq_embed arguments to TSiT (#476)

  • added get_idxs_to_keep that can be used to filter indices based on different conditions (#469)

  • added SmeLU activation function (#458)

  • added split_in_chunks (#454)

  • upgraded min Python version to 3.7 (#450)

  • added sampler argument to NumpyDataLoader and TSDataLoader (#436)

  • added TSMask2Value transform which supports multiple masks (#431)

  • added TSGaussianStandardize for improved ood generalization (#428)

  • added get_dir_size function (#421)

Bugs Squashed
  • slow import of MiniRocketMultivariate from sktime (#482)

  • Fixed install from source fails on Windows (UnicodeDecodeError) (#470)

  • TSDataset error oindex is not an attribute (#462)

  • split_in_chunks incorrectly calculated (#455)

  • _check_X() got an unexpected keyword argument 'coerce_to_numpy' (#415)

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