Regression notebooks
====================

This section lists a series of Jupyter notebooks hosted on the MAPIE Github repository that can be run on Google Colab.


1. Estimating the uncertainties of homoscedastic and heteroscedastic noisy data for tabular regression : `notebook <https://github.com/scikit-learn-contrib/MAPIE/blob/master/notebooks/regression/tutorial_regression.ipynb>`_
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2. Estimating the uncertainties in the exoplanet masses : `exoplanet_notebook <https://github.com/scikit-learn-contrib/MAPIE/tree/master/notebooks/regression/exoplanets.ipynb>`_
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3. Estimating prediction intervals for time series forecast with EnbPI and ACI : `ts_notebook <https://github.com/scikit-learn-contrib/MAPIE/tree/master/notebooks/regression/ts-changepoint.ipynb>`_
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