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

Project Samples

Alibi Detect Screenshot 1

Project Activity

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Categories

Artificial Intelligence, Machine Learning

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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