Ktrain

new:
- Support for LexRank summarization

changed
- N/A

fixed:
- Bug fix in `dataset` module (486)

new:
- N/A

changed
- Added `verbose` parameter to `predict*` methods in all `Predictor` classes

fixed:
- N/A

new:
- N/A

changed
- Added `exclude_unigrams` argument to `text.kw` module and support unigram extraction when `noun_phrases` is selected

fixed:
- explicitly set `num_beams` and `early_stopping` for `generate` in `ktrain.text.translation.core` to prevent errors in `transformers>=4.26.0`

new:
- N/A

changed
- N/A

fixed:
- fixed typo in `translation` module (479)
- removed superfluous warning when inspecting `transformer` model signature

new:
- N/A

changed
- N/A

fixed:
- Resolved bug that causes problems when loading PyTorch models (478)

new:
- Support for the latest version of `transformers`.

changed
- Removed pin to `transformers==4.17`

fixed:
- Changed `numpy.float` and `numpy.int` to `numpy.float64` and `numpy.int_` respectively, in `ktrain.utils` (474)
- Removed `pandas` deprecation warnings from `ktrain.tabular.prepreprocessor` (475)
- Ensure `use_token_type_ids` always exists in `TransformerPreprocessor` objects to ensure backwards compatibility
- Removed reference to `networkx.info`, as it was removed in `networkx>=3`