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Summary:
A library for detecting critical data slices in structured and unstructured data based on features, metadata and model predictions.
Latest version:
0.0.35
Required dependencies:
datasets
|
fairlearn
|
hnne
|
numpy
|
pandas
|
puremagic
|
renumics-spotlight
|
scikit-learn
|
tqdm
|
umap-learn
Optional dependencies:
bing-image-downloader
|
datasets
|
flaml
|
myst-parser
|
sentence-transformers
|
shap
|
sphinxcontrib-applehelp
|
sphinxcontrib-devhelp
|
sphinxcontrib-htmlhelp
|
sphinxcontrib-jsmath
|
sphinxcontrib-qthelp
|
sphinxcontrib-serializinghtml
|
torchaudio
|
transformers
|
xgboost
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