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stanfordmlgroup
ngboost

Natural Gradient Boosting for Probabilistic Prediction

147K 2K 249
zillow
quantile-forest

Quantile Regression Forests compatible with scikit-learn.

60K 254 30
uncertainty-toolbox
uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

17K 2K 146
pygpc-polynomial-chaos
pygpc

A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method

8K 85 28
deel-ai
puncc

👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.

7K 385 18
cvs-health
uqlm

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

6K 1K 121
StatMixedML
xgboostlss

An extension of XGBoost to probabilistic modelling

3K 704 79
StatMixedML
lightgbmlss

An extension of LightGBM to probabilistic modelling

3K 382 36
liufeng2317
adfwi-torch

An Automatic Differentiation-based Waveform Inversion Framework Implemented in PyTorch.

2K 189 27
IntelLabs
bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

1K 10 3
Kaleidophon
nlp-uncertainty-zoo

PyTorch Implementation of Models used for Uncertainty Estimation in Natural Language Processing.

402 55 4
raphbrodeur
torchbayesian

PyTorch-native Bayesian neural networks for uncertainty quantification in deep learning

312 6 1
dlmacedo
robust-deep-learning

The Robust Deep Learning Library

235 17 3
wwu-mmll
photonai-conformal

No description available

159 1 0
ImGJUser1
sentinelml

Runtime trust layer for machine learning systems that evaluates prediction reliability in real-world environments.

137 0 1
stanfordmlgroup
ngboost-release

Natural Gradient Boosting for Probabilistic Prediction

137 2K 249
nikitadurasov
masksembles

Official repository for the paper "Masksembles for Uncertainty Estimation" (CVPR 2021).

126 103 16
esl-epfl
kid-ppg

KID-PPG package for heart rate extraction from photoplethysmography signals

122 14 1
Yinghao-Li
muben

MUBen: Benchmarking the Uncertainty of Molecular Representation Models

58 7 0
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