prediction-intervals topic
cqr
Conformalized Quantile Regression
XGBoostLSS
An extension of XGBoost to probabilistic modelling
CatBoostLSS
An extension of CatBoost to probabilistic modelling
doubt
Bringing back uncertainty to machine learning.
piven
Official implementation of the paper "PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction" by Eli Simhayev, Gilad Katz and Lior Rokach.
Conffusion
Official Implementation for the "Conffusion: Confidence Intervals for Diffusion Models" paper.
Ensemble-Conformalized-Quantile-Regression
Valid and adaptive prediction intervals for probabilistic time series forecasting
crepes
Python package for conformal prediction
piven
Prediction Intervals with specific value prediction
LightGBMLSS
An extension of LightGBM to probabilistic modelling