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A Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization.

2.0K

Experimental

Python

React

#uncertainty-calibration#visualizations#predictive-uncertainty

A Python library for natural gradient boosting, a powerful technique for probabilistic prediction.

1.8K

Stable

Python

ML Ops

ML Frameworks

Python

#gradient-boosting#machine-learning#natural-gradients

A curated list of resources for the Conformal Prediction machine learning technique.

1.2K

Active

Explainable AI

Tutorials & Courses

#machine-learning#statistics#probability

A Python package for uncertainty quantification and hallucination detection in large language models (LLMs)

1.1K

Active

Python

LLM Frameworks

LLM Wrappers & SDKs

Python

#ai-safety#confidence-estimation#hallucination-detection

Lightweight implementation of conformal prediction, a method for uncertainty estimation in machine learning.

1.0K

Stable

Jupyter Notebook

Uncertainty Estimation

Machine Learning

Python

#conformal-prediction#uncertainty-estimation#machine-learning

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