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Top 3 prediction-intervals open source projects

An extension of XGBoost to probabilistic forecasting

✭ 182

python machine-learning xgboost gamlss uncertainty-estimation prediction-intervals distributional-regression probabilistic-forecasts

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

✭ 26

Jupyter Notebook python shell deep-learning tensorflow regression uncertainty-estimation prediction-intervals

cqr

Conformalized Quantile Regression

✭ 152

Jupyter Notebook python r deep-learning random-forest prediction pytorch fairness quantile-regression conformal-prediction random-forest-regression prediction-intervals algorithmic-fairness conformal-methods

1-3 of 3 prediction-intervals projects