Repository Index

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

• c-plus-plus
• machine-learning
• online-learning
• contextual-bandits

Uniform Manifold Approximation and Projection

• umap
• dimensionality-reduction
• visualization
• machine-learning

SwinIR: Image Restoration Using Swin Transformer (official repository)

• image-super-resolution
• image-denoising
• compression-artifact-reduction
• image-deblocking

Module for automatic summarization of text documents and HTML pages.

• python
• lsa
• textteaser
• html-page

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

• ai
• fairness-ai
• fairness
• fairness-testing

Collection of popular and reproducible image denoising works.

• image-denoising
• benchmarking
• state-of-the-art
• reproducible-research

HyperLogLog with lots of sugar (Sparse, LogLog-Beta bias correction and TailCut space reduction) brought to you by Axiom

• axiom
• data-structures
• go
• golang

A fast xgboost feature selection algorithm

• machine-learning
• machine-learning-algorithms
• feature-selection
• xgboost-algorithm

A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.