GHI-prediction

A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

ARCH models in Python

? Introduction to Modern Statistics - A college-level open-source textbook with a modern approach highlighting multivariable relationships and simulation-based inference. For v1, see https://openintro-ims.netlify.app.

UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

An extension of XGBoost to probabilistic modelling

Python package for conformal prediction

Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

An extension of LightGBM to probabilistic modelling

? Out-of-Distribution Detection with PyTorch