Shypd.aiThe largest open index of AI toolsAIX360 is an open-source coding & development tool that provides interpretability and explainability for datasets and machine learning models. It offers a comprehensive set of algorithms for various explanation dimensions.
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AIX360 is an open-source Python library designed to support the interpretability and explainability of datasets and machine learning models. It includes a wide range of algorithms covering different dimensions of explanations, along with proxy explainability metrics. The toolkit supports various data types, including tabular, text, images, and time series data. It provides guidance material and a taxonomy tree to help users select appropriate algorithms for their use cases. The library is developed with extensibility in mind, encouraging contributions from the community. It also offers interactive experiences, tutorials, and example notebooks for both gentle introductions and deeper, data scientist-oriented learning.
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