#Conformal-prediction
Showing 8 of 8 repositories tagged #conformal-prediction, ranked by stars
A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
Lightweight, useful implementation of conformal prediction on real data.
A Library for Uncertainty Quantification.
Python package for conformal prediction
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.
APDTFlow is a modern and extensible forecasting framework for time series data that leverages advanced techniques including neural ordinary differential equations (Neural ODEs), transformer-based components, and probabilistic modeling. Its modular design allows researchers and practitioners to experiment with multiple forecasting models and easily