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Stars

🤖 Online learning

27 repositories

Python implementations of contextual bandits algorithms

Python 766 147 Updated Jan 6, 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 60 5 Updated Apr 21, 2023

A library for incremental computations

OCaml 899 60 Updated Nov 21, 2024

lightweight python wrapper for vowpal wabbit

Python 167 30 Updated Jan 7, 2020

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

Python 63 20 Updated Mar 6, 2025

Online machine learning methods

Python 21 3 Updated Sep 29, 2021

A low-latency prediction-serving system

C++ 1,414 280 Updated Apr 26, 2021

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

Python 328 98 Updated Apr 14, 2024

🌊 Online machine learning in Python

Python 5,229 561 Updated Mar 6, 2025

Online automated machine learning algorithms from KappaML

Python 5 Updated Feb 25, 2025

⚡ Single-pass algorithms for statistics

Julia 856 64 Updated Oct 1, 2024

Predict time-series with one line of code.

Python 421 53 Updated Oct 21, 2024

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

Python 1,855 302 Updated Feb 21, 2025
Python 129 14 Updated Mar 10, 2025

Library for streaming data and incremental learning algorithms.

Python 22 12 Updated Feb 24, 2024

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 630 355 Updated Sep 19, 2024

Framework and Library for Distributed Online Machine Learning

C++ 708 140 Updated May 16, 2019

Stream Data Mining Library for Spark Streaming

Scala 492 141 Updated Apr 16, 2023

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

Rust 136 19 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 7 Updated Feb 29, 2024

A Java Toolbox for Scalable Probabilistic Machine Learning

Java 119 35 Updated Sep 21, 2023
Jupyter Notebook 1 2 Updated Jul 22, 2023

Feedforward neural network learning in real time

JavaScript 56 5 Updated Feb 21, 2025

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

Python 54 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