Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/FilippoMB/Ensemble-Conformalized-Quantile-Regression
Valid and adaptive prediction intervals for probabilistic time series forecasting
conformal-prediction ensemble-machine-learning frequentist-statistics frequentistic-confidence-intervals prediction-intervals probabilistic-forecasting quantile-regression random-forest recurrent-neural-networks time-series-forecasting time-series-prediction uncertainty-quantification
Last synced: 25 May 2024
https://github.com/henrikbostrom/crepes
Conformal classifiers, regressors and predictive systems
confidence-intervals conformal-classifiers conformal-prediction conformal-predictive-systems conformal-regressors cumulative-distribution-function jupyter-notebook machine-learning prediction-intervals prediction-sets python quantile-regression regression scikit-learn sklearn uncertainty-quantification
Last synced: 25 May 2024
https://github.com/yromano/cqr
Conformalized Quantile Regression
algorithmic-fairness conformal-methods conformal-prediction deep-learning fairness prediction prediction-intervals pytorch quantile-regression random-forest random-forest-regression
Last synced: 25 May 2024
https://github.com/radix-ai/conformal-tights
Conformal Tights is a scikit-learn meta-estimator that adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor
conformal-prediction machine-learning prediction-intervals python quantile-regression scikit-learn
Last synced: 03 Apr 2024
https://github.com/nppackages/scpi
Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.
prediction-intervals python r stata synthetic-control
Last synced: 02 Apr 2024
