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Stars

🤖 Online learning

27 repositories

Python implementations of contextual bandits algorithms

Python 728 142 Updated Jun 18, 2024

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

Python 39 10 Updated May 13, 2023

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

Python 59 5 Updated Apr 21, 2023

A library for incremental computations

OCaml 858 60 Updated May 7, 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 Apr 28, 2024

Online machine learning methods

Python 20 3 Updated Sep 29, 2021

A low-latency prediction-serving system

C++ 1,397 280 Updated Apr 26, 2021

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

Python 284 100 Updated Apr 14, 2024

🌊 Online machine learning in Python

Python 4,914 539 Updated Jul 31, 2024

Online automated machine learning algorithms from KappaML

Python 5 Updated Jan 26, 2022

⚡ Single-pass algorithms for statistics

Julia 830 61 Updated May 21, 2024

Predict time-series with one line of code.

Python 392 50 Updated Jun 5, 2023

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

Python 1,723 281 Updated Jun 21, 2024
Python 103 10 Updated Jul 28, 2024

Library for streaming data and incremental learning algorithms.

Python 20 13 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 604 352 Updated Jul 20, 2024

Framework and Library for Distributed Online Machine Learning

C++ 706 141 Updated May 16, 2019

Stream Data Mining Library for Spark Streaming

Scala 491 147 Updated Apr 16, 2023

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

Rust 132 18 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 90 5 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 55 5 Updated Jun 21, 2024

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

Python 48 2 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 12 3 Updated Jun 14, 2024