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Stars

🤖 Online learning

27 repositories

Python implementations of contextual bandits algorithms

Python 755 147 Updated Nov 4, 2024

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 887 61 Updated Nov 21, 2024

lightweight python wrapper for vowpal wabbit

Python 166 30 Updated Jan 7, 2020

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

Python 62 20 Updated Dec 21, 2024

Online machine learning methods

Python 21 3 Updated Sep 29, 2021

A low-latency prediction-serving system

C++ 1,407 280 Updated Apr 26, 2021

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

Python 320 98 Updated Apr 14, 2024

🌊 Online machine learning in Python

Python 5,138 555 Updated Dec 6, 2024

Online automated machine learning algorithms from KappaML

Python 5 Updated Jan 26, 2022

⚡ Single-pass algorithms for statistics

Julia 839 64 Updated Oct 1, 2024

Predict time-series with one line of code.

Python 413 50 Updated Oct 21, 2024

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

Python 1,807 296 Updated Oct 29, 2024
Python 123 12 Updated Dec 25, 2024

Library for streaming data and incremental learning algorithms.

Python 21 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 620 356 Updated Sep 19, 2024

Framework and Library for Distributed Online Machine Learning

C++ 707 140 Updated May 16, 2019

Stream Data Mining Library for Spark Streaming

Scala 492 147 Updated Apr 16, 2023

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

Rust 135 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 100 6 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 Nov 4, 2024

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

Python 52 3 Updated Oct 18, 2023

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 13 3 Updated Jun 14, 2024