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Stars

🤖 Online learning

27 repositories

Python implementations of contextual bandits algorithms

Python 800 148 Updated Jun 17, 2025

Lambda Learner is a library for iterative incremental training of a class of supervised machine learning models.

Python 42 10 Updated May 13, 2023

A Python library for machine-learning and feedback loops on streaming data

Python 62 5 Updated Apr 21, 2023

A library for incremental computations

OCaml 930 63 Updated Aug 8, 2025

lightweight python wrapper for vowpal wabbit

Python 169 30 Updated Jan 7, 2020

The stream-learn is an open-source Python library for difficult data stream analysis.

Python 64 20 Updated Aug 29, 2025

Online machine learning methods

Python 21 3 Updated Sep 29, 2021

A low-latency prediction-serving system

C++ 1,420 280 Updated Apr 26, 2021

A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)

Python 352 107 Updated Apr 14, 2024

🌊 Online machine learning in Python

Python 5,514 591 Updated Sep 4, 2025

Online automated machine learning algorithms from KappaML

Python 6 Updated May 18, 2025

⚡ Single-pass algorithms for statistics

Julia 876 67 Updated Aug 30, 2025

Predict time-series with one line of code.

Python 430 55 Updated Oct 21, 2024

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

Python 1,949 308 Updated Mar 11, 2025
Python 155 21 Updated Sep 4, 2025

Library for streaming data and incremental learning algorithms.

Python 25 11 Updated May 7, 2025

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detecti…

Java 652 363 Updated Sep 1, 2025

Framework and Library for Distributed Online Machine Learning

C++ 710 141 Updated May 16, 2019

Stream Data Mining Library for Spark Streaming

Scala 496 141 Updated Apr 16, 2023

Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

Rust 138 17 Updated Jun 20, 2024

🪁 A fast Adaptive Machine Learning library for Time-Series, that lets you build, deploy and update composite models easily. An order of magnitude speed-up, combined with flexibility and rigour. Thi…

Python 101 6 Updated Feb 29, 2024

A Java Toolbox for Scalable Probabilistic Machine Learning

Java 122 35 Updated Sep 21, 2023
Jupyter Notebook 1 2 Updated Jul 22, 2023

Feedforward neural network learning in real time

JavaScript 56 5 Updated Jul 12, 2025

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

Python 55 4 Updated Dec 26, 2024

Streaming data sources and examples for your apps, models, and services.

Python 7 Updated Oct 17, 2023

Ensign driver, SDK, and helpers for Python

Python 14 3 Updated Jun 14, 2024