Alibi Detect

Alibi Detect is an open source Python library focused on outlier, adversarial and drift detection. The package aims to cover both online and offline detectors for tabular data, text, images and time series. Both TensorFlow and PyTorch backends are supported for drift detection.

Features

TensorFlow and PyTorch support
Built-in preprocessing steps
Alibi-detect is integrated in the open source machine learning model deployment platform Seldon Core and model serving framework KFServing
Documentation available
Examples available
Algorithms for outlier, adversarial and drift detection

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License

Apache License V2.0

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Additional Project Details

Programming Language

Python

Related Categories

Python Artificial Intelligence Software, Python Machine Learning Software

Registered

2023-12-11

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Alibi Detect

Algorithms for outlier, adversarial and drift detection

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Features

Project Samples

Project Activity

Categories

License

Follow Alibi Detect

User Reviews

Additional Project Details

Programming Language

Related Categories

Registered