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v0.3.2
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@oguiza oguiza released this 09 Oct 19:48
· 291 commits to main since this release
0.3.2
5121e51

Breaking Changes

  • replaced TSOneHot preprocessor by TSOneHotEncode using a different API (#502)

  • replaced MultiEmbedding n_embeds, embed_dims and padding_idxs by n_cat_embeds, cat_embed_dims and cat_padding_idxs (#497)

New Features

  • added GaussianNoise transform (#514)

  • added TSSequencer model based on Sequencer: Deep LSTM for Image Classification paper (#508)

  • added TSPosition to be able to pass any steps list that will be concatenated to the input (#504)

  • added TSPosition preprocessor to allow the concatenation of a custom position sequence (#503)

  • added TSOneHot class to encode a variable on the fly (#501)

  • added token_size and tokenizer arguments to tsai (#496)

  • SmeLU activation function not found (#495)

  • added example on how to perform inference, partial fit and fine tuning (#491)

  • added get_time_per_batch and get_dl_percent_per_epoch (#489)

  • added TSDropVars used to removed batch variables no longer needed (#488)

  • added SmeLU activation function (#458)

  • Feature request: gMLP and GatedTabTransformer. (#354)

  • Pay Attention to MLPs - gMLP (paper, implementation)

  • The GatedTabTransformer (paper, implementation);

Bugs Squashed

  • after_batch tfms set to empty Pipeline when using dl.new() (#516)

  • 00b_How_to_use_numpy_arrays_in_fastai: AttributeError: attribute 'device' of 'torch._C._TensorBase' objects is not writable (#500)

  • getting regression data returns _check_X() argument error (#430)

  • I wonder why only 'Nor' is displayed in dls.show_batch(sharvey=True). (#416)

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