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Python package for conformal prediction
python
sklearn
regression
scikit-learn
prediction-sets
jupyter-notebook
machine-learning
quantile-regression
confidence-intervals
conformal-prediction
conformal-regressors
prediction-intervals
conformal-classifiers
uncertainty-quantification
conformal-predictive-systems
cumulative-distribution-function
Created
2021-11-17
196 commits to main branch, last one 3 months ago
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
Created
2020-09-04
135 commits to master branch, last one about a year ago