changed - **Breaking Change**: The `generative_ai.LLM` class replaces `generative_ai.GenerativeAI` is now powered by our [OnPrem.LLM](https://github.com/amaiya/onprem) package (see [example notebook](https://nbviewer.org/github/amaiya/ktrain/blob/develop/examples/text/generative_ai_example.ipynb)). - `GenerativeQA` now recomends `langchain==0.0.240`
fixed: - N/A
0.37.6
new: - N/A
changed - N/A
fixed: - Removed pin to `paper-qa==2.1.1` due to issue in latest `langchain` release. Added notification to install `langchain==0.0.180`
0.37.5
new: - N/A
changed - N/A
fixed: - Removed pin on `scikit-learn`, as `eli5-tf` repo was updated to support `scikit-learn>=1.3` (505) - pin to `paper-qa==2.1.1` due to breaking changes (506)
0.37.4
new: - N/A
changed - N/A
fixed: - Temporarily pin to `scikit-learn<1.3` to avoid `eli5` import error (505) - Temporarily changed `generative_qa` imports to avoid `OPENAI_API_KEY error (506)
0.37.3
new: - N/A
changed - N/A
fixed: - fix `eda.py` topic visualization to work with `bokeh>=3.0.0` (504)
0.37.2
new: - N/A
changed - `text.models`, `vision.models`, and `tabular.models` now all automatically set metrics to use `binary_accuracy` for multilabel problems
fixed: - fix `validate` to support multilabel classification problems (498) - add a warning to `TransformerPreprocessor.get_classifier` to use `binary_accuracy` for multilabel problems (498)