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Stars

🤖 Online learning

27 repositories

Python implementations of contextual bandits algorithms

Python 709 141 Updated Jun 25, 2023

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

Python 37 10 Updated May 13, 2023

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

Python 58 5 Updated Apr 21, 2023

A library for incremental computations

OCaml 836 55 Updated Apr 25, 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 61 20 Updated Apr 28, 2024

Online machine learning methods

Python 20 3 Updated Sep 29, 2021

A low-latency prediction-serving system

C++ 1,385 278 Updated Apr 26, 2021

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

Python 273 101 Updated Apr 14, 2024

🌊 Online machine learning in Python

Python 4,780 527 Updated May 3, 2024

Online automated machine learning algorithms from KappaML

Python 4 Updated Jan 26, 2022

⚡ Single-pass algorithms for statistics

Julia 816 61 Updated Apr 17, 2024

Predict time-series with one line of code.

Python 380 50 Updated Jun 5, 2023

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

Python 1,674 282 Updated Apr 30, 2024
Python 97 10 Updated Mar 24, 2024

Library for streaming data and incremental learning algorithms.

Python 17 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 583 350 Updated Apr 17, 2024

Framework and Library for Distributed Online Machine Learning

C++ 707 141 Updated May 16, 2019

Stream Data Mining Library for Spark Streaming

Scala 488 147 Updated Apr 16, 2023

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

Rust 127 18 Updated Apr 16, 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 87 5 Updated Feb 29, 2024

A Java Toolbox for Scalable Probabilistic Machine Learning

Java 118 35 Updated Sep 21, 2023
Jupyter Notebook 1 2 Updated Jul 22, 2023

Feedforward neural network learning in real time

JavaScript 54 5 Updated Apr 2, 2024

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

Python 44 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 Nov 20, 2023