PRiSM (Partial Responses in Structured Models) -- placeholder; full release pending publication.
Project description
prism-xai (placeholder)
This distribution name is reserved for PRiSM (Partial Responses in Structured Models), an open-source Python framework that converts probabilistic binary classifiers for tabular data into globally interpretable nomograms, with minimal loss of predictive performance.
The full package will be released here once the accompanying manuscript completes peer review. Until then, this release contains no functional code and installing it has no effect beyond reserving the name on PyPI.
If you are a reviewer, editor, or collaborator and need pre-publication access to the source, please contact the authors.
Authors
- Henry Pigot -- henry.pigot@med.lu.se
- Paulo Lisboa
- Johan Nilsson
License
BSD 3-Clause. See LICENSE.
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