v0.5.2

What's Changed

• Addresses SettingWithCopyWarning in read_csv_with_nan by @geoffreyangus in #2053
• Update AutoML to check for imbalanced binary or category output features by @amholler in #2052
• fix: Pin jsonschema requirement by @ksbrar in #2059
• fix: Adjust custom JSON schema for betas field on optimizers by @ksbrar in #2056
• Use the smaller, unanimated GIF version so that it loads properly in PyPi by @justinxzhao in #2063
• Make text encoder trainable property default to False for pre-trained HF encoders by @dantreiman in #2060
• Pin protobuf to 3.20.1 to workaround FieldDescriptor error by @justinxzhao in #2062
• Use the smaller, unanimated GIF version so that it loads properly in PyPI by @justinxzhao in #2064
• Factor pytorch device setting code by @amholler in #2068
• fix: pin protobuf to 3.20.1 in tests by @jeffreyftang in #2070
• Update torch nightly and pin torchvision to fix CI by @tgaddair in #2072
• Added explicit encode, combine, decode functions to ECD by @tgaddair in #2073
• Revert "Adds rule of thumb for determining embeddings size" by @justinxzhao in #2069
• Unpin torchvision by @tgaddair in #2077
• Restrict torchmetrics<0.9 and whylogs<1.0 until compatibility fixed by @tgaddair in #2079
• Adding new export for Triton by @brightsparc in #2078
• Adds step tracking at epoch level by @geoffreyangus in #2081
• Fix ray hyperopt by @ShreyaR in #1999
• Adds regression test for #2081 by @geoffreyangus in #2084
• Complete PR comments for hyperopt refactoring by @jimthompson5802 in #2082
• Parallelizes URL reads using Ray / Multithreading by @geoffreyangus in #2040
• Set Hyperopt Executor Type default to RAY by @jimthompson5802 in #2093
• Fixes shape issue in _BinaryPostprocessing by @geoffreyangus in #2094
• Rename sequence_size -> max_sequence_length by @justinxzhao in #2086
• Fix type hints for dropout, dropout parameter references, and add docs for FCLayer and FCStack. by @justinxzhao in #2061
• Fix to_numpy_dataset() for Dask series by @hungcs in #2095
• Add DATA_TRAIN_HDF5_FP in training_set_metadata for ParquetPreprocessor by @hungcs in #2096
• Adds torchscript-compatible Audio input feature by @geoffreyangus in #1980
• Fix progress bar ray by @magdyksaleh in #2051
• Fixes binary feature postprocessing upcast by @geoffreyangus in #2101
• Fixes for large scale hyperopt by @ShreyaR in #2083
• Changes batch norm momentum defaults to 1-momentum by @dantreiman in #2100
• Add imbalanced tabular dataset for developing AutoML heuristics by @amholler in #2106
• Deflakes and refactors torchscript tests by @geoffreyangus in #2109
• Fixed combiner schema creation by @tgaddair in #2114
• Added ability to stop and resume hyperopt / automl runs by @tgaddair in #2108
• Use the Backend to check for dask dataframes, instead of a hard check. by @justinxzhao in #2113
• Rename 'bias' to 'use_bias' for consistency by @dantreiman in #2104
• Update ludwig version to v0.5.2. by @justinxzhao in #2098

New Contributors

• @magdyksaleh made their first contribution in #2051

Full Changelog: v0.5.1...v0.5.2