Online Learning Python Packages

river

🌊 Online machine learning in Python

vowpalwabbit

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.

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

creme

🌊 Online machine learning in Python

braintrace

Eligibility trace-based online learning for brain dynamics

continuum

A clean and simple data loading library for Continual Learning

matrix-factorization

Library for matrix factorization for recommender systems using collaborative filtering

rtrec

An realtime recommendation system supporting online updates

opes

An open-source Python module for portfolio optimization and backtesting

hypergan

A customizable generative adversarial network with reproducible configurations. Build your own content generator.

easy-cs-rec-custommodel

A framework for large scale recommendation algorithms.

momentum

Running mean, variance, skew, and kurtosis

deep-river

Online Deep Learning for river

timecast-nightly

Performant, composable online learning

pyxab

PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms

brainscale

Eligibility trace-based online learning for brain dynamics

ondil

A package for online distributional learning.

river-torch

Online Deep Learning for river

rolch

A package for online distributional learning.

pydemy

A Python library for interacting with the Udemy Affiliate API.

evoautoml

Online Automated Machine Learning for river

ixai

Fast and incremental explanations for online machine learning models. Works best with the river framework.

lycorisnet

A lightweight and easy-to-use deep learning framework with neural architecture search.