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v0.3.7
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@oguiza oguiza released this 03 Jul 05:03
· 33 commits to main since this release
0.3.7
7c3fc74

New Features

  • added functionality to support inputs with static/ observed (time-dependent) features

  • added functionality to support inputs with categorical/ continuous features

  • added functionality to apply patches to time series models

  • Added MultiRocket/ MultiRocketPlus architectures

  • added TSSelfDropout (#790)

  • added get_feat_idxs to calculate multimodal indices (#789)

  • remaining features assigned to o_cont_idxs by default (#788)

  • added patch encoder to MultiInputWrapper (#787)

  • added TSTargetEncoder transform (#769)

  • added TSRobustScaler to tfm pipelines (#763)

  • added new tfms - TSDropIfTrueCols and ApplyFunc (#760)

  • tensor slices in different devices when using TensorSplitter (#799)

Bugs Squashed

  • mixed augmentations (MixUp1d, CutMix1d,..) are not updating labels (#791)

  • get_UCR_data function fails due to changed download link (#785)

  • error when using TSSelectColumns due to pandas df slicing (#762)

  • short arrays create issues when running get_usable_idxs (#761)

  • get_X_pred creates different probablities when using numpy array or torch tensor (#754)

  • partial_n is applied to all datasets by default (#748)

  • get_best_dls_params function still prints output when the verbose parameter is set to false (#737)

  • using xresnet for vision classification raises an error (#728)

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