Alibi is a Python library aimed at machine learning model inspection and interpretation. The focus of the library is to provide high-quality implementations of black-box, white-box, local and global explanation methods for classification and regression models.

Features

  • Counterfactuals with Reinforcement Learning
  • Integrated Gradients
  • Documentation available
  • Examples available
  • Partial Dependence Variance
  • Similarity explanations

Project Samples

Project Activity

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Categories

Machine Learning

License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-08