Thibault Cordier

Hello @scottee, I recommend that you consult other issues that have this problem. Without context, it's difficult for us to understand your particular problem. But here are the answers I've...

In the release 0.7.0 of MAPIE, we have proposed in ["binary classification" section](https://mapie.readthedocs.io/en/stable/theoretical_description_binary_classification.html#calibration) different ways of calibrating, in particular by adding a link to a scikit-learn class [CalibratedClassifierCV](https://scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html#sklearn.calibration.CalibratedClassifierCV).

Hello everyone, Concerning binary classification, you can see more details about what is possible to do (https://mapie.readthedocs.io/en/stable/theoretical_description_binary_classification.html), in theory, in MAPIE and in other packages like scikit-learn. Thanks @valeman for...

I consider this PR to be obsolete (a scientific paper will be the subject of these clarifications), but can be reopened if requested.

Hello @adamzenith, Thank you for submitting your pull request to propose the Mondrian Conformal Predictor. I have read with interest your modifications and proposals to implement this method. I hope...

Hello @veronewra, thank you for your first contribution to MAPIE. I can help you in this PR. What kind of problem are you experiencing? (In parallel, I've run a few...

Hello @veronewra, do you need support to pursue this PR? Don't hesitate to ask us to help you with any problems you encounter.

> Hello @veronewra, do you need support to pursue this PR? Don't hesitate to ask us to help you with any problems you encounter. Hello @veronewra, can you tell us...

> Thank you so much for your patience and I'm sorry that I abandoned this a while back due to starting a new job. How about if I can't get...

If it looks ok to you, then I merge. What tracks so you can see the real additions : - .flake8 (https://github.com/scikit-learn-contrib/MAPIE/pull/363/files#diff-6951dbb399883798a226c1fb496fdb4183b1ab48865e75eddecf6ceb6cf46442) - test.yml (https://github.com/scikit-learn-contrib/MAPIE/pull/363/files#diff-faff1af3d8ff408964a57b2e475f69a6b7c7b71c9978cccc8f471798caac2c88) - .pre-commit-config.yaml (https://github.com/scikit-learn-contrib/MAPIE/pull/363/files#diff-63a9c44a44acf85fea213a857769990937107cf072831e1a26808cfde9d096b9) - environment.*.yml...