Thibault Cordier
Thibault Cordier
**Describe the bug** When the documentation was being created the following week, it was interrupted due to an invalid SSL certificate in one example (`examples/regression/3-scientific-articles/plot_kim2020_simulations.py`). **To Reproduce** Steps to reproduce...
**Describe the bug** When the unit tests are run, one test gives inconsistent results (for the "aps_randomized_cv_crossval" method in the classification). **To Reproduce** Steps to reproduce the behavior: 1. Run...
# Description This configures the pre-commit functionnality: when you prepare a commit, it will automatically run default pre-commit checks and run black and flake8 checks. Fixes #(issue) ## Type of...
**Is your feature request related to a problem? Please describe.** > Despite attractive theoretical guarantees and practical successes, Predictive Interval (PI) given by Conformal Prediction (CP) may not reflect the...
**Describe the bug** MAPIE offers only one way to calculate the ECE, but there are different estimators of the ECE in the literature (reference: https://arxiv.org/abs/2109.03480). **To Reproduce** When using the...
# Description At the moment, conformalized quantile regression has only been implemented with the split-conformal strategy. It would be worth extending it to cross-CQR with the `cv` argument. This PR...
**Is your feature request related to a problem? Please describe.** Extending the NCS class to the classification task **Describe the solution you'd like** Implement all existing classification NCS based on...
**Is your feature request related to a problem? Please describe.** The function that calculates the quantile for regression and classification is not the same. **Describe the solution you'd like** Reuse...
**Describe the solution you'd like** Scientific references for absolute, gamma and residuals scores are missing.