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

continuum

A clean and simple data loading library for Continual Learning

timecast-nightly

Performant, composable online learning

pyxab

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

matrix-factorization

Library for matrix factorization for recommender systems using collaborative filtering

rtrec

An realtime recommendation system supporting online updates

hypergan

Composable GAN framework with api and user interface

opes

A research-focused portfolio optimization and backtesting engine.

easy-cs-rec-custommodel

A framework for large scale recommendation algorithms.

momentum

Running estimates of moments

deep-river

Online Deep Learning for river

braintrace

Eligibility trace-based online learning for brain dynamics

river-torch

Online Deep Learning for river

brainscale

Eligibility trace-based online learning for brain dynamics

rolch

A package for online distributional learning.

ondil

Methods for online / incremental estimation of distributional regression models

evoautoml

Online Automated Machine Learning for river

lycorisnet

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

timecast

Performant, composable online learning

streamingwavelet

This is an implementation for Streaming Wavelet Module, which sequentially apply wavelet transform to a sequence of signal efficiently.