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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
License
Apache License V2.0Follow Alibi Detect
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