abifet

adwin

ADWIN is an adaptive sliding window algorithm for detecting change and keeping updated statistics from a data stream, and use it as a black-box in place or counters in learning and mining algorithms initially not designed for drifting data.

moa

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 detection and recommender systems) and tools for evaluation.

moa-notebooks

MOA Notebooks

javacliparser

JAVA Command Line Interface Parser able to use subcommands (more than one level depth).

samoa

SAMOA (Scalable Advanced Massive Online Analysis) is a distributed streaming machine learning (ML) framework that contains a programing abstraction for distributed streaming ML algorithms.

adatreenat

This software contains three closed tree mining algorithms: an incremental one IncTreeNat, a sliding-window based one, WinTreeNat, and finally one that mines closed trees adaptively from data streams, AdaTreeNat. Closed patterns are powerful representatives of frequent patterns, since they eliminate redundant information.

river

🌊 Online machine learning in Python

SAC2022

Website SAC 2022 Data Streams Track

SAC2023

SAC 2023 Data Streams Track

acceleratedWEKA

Making Weka go fast!

bigmine16

5th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications

CapyMOA

Enhanced machine learning library tailored for data streams, featuring a Python API integrated with MOA backend support. This unique combination empowers users to leverage a wide array of existing algorithms efficiently while fostering the development of new methodologies in both Python and Java.

dbweb

DBWeb

IoTStream2022

ml

Webpage of the Machine Learning group at University of Waikato

moa-2014.11

Automatically exported from code.google.com/p/moa

opensource-sigkdd

Paper on open source discussion at BigMine2015

SAC2024

SAC 2024 Data Streams Track

scikit-multiflow

A multi-output/multi-label and stream data framework. Inspired by MOA and MEKA, following scikit-learn's philosophy.

streamDM

Stream Data Mining Library for Spark Streaming

streamDM-Cpp

stream Machine Learning in C++

taiao