Popular GitHub Repositories for Covariate Shift

pip install antialiased-cnns to improve stability and accuracy

Lightweight, useful implementation of conformal prediction on real data.

Frouros: an open-source Python library for drift detection in machine learning systems.

GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs

SHIFT Dataset DevKit - CVPR2022

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

:fire: [CVPR 2024] Color Shift Estimation-and-Correction for Image Enhancement

The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"

Library for the training and evaluation of object-centric models (ICML 2022)

This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions

[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"

[NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP

"Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')

This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions

An interactive approach to understanding Machine Learning using scikit-learn

A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)

Implementation of feature engineering from Feature engineering strategies for credit card fraud

Automate Windows screenshots for Claude Code workflows in WSL2. Take screenshots (Win+Shift+S, Win+PrintScreen, Snipping Tool) and instantly get file paths copied to clipboard for pasting into Claude Code (Terminal or running in VS Code). No more manual save/copy/paste!