🌊 Online machine learning in Python

📑 Online machine learning resources

🪁 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. This is an internal project - documentation is not updated anymore and substantially differ from the current API.

Model Server for Kepler

Privacy-Preserving Bandits (MLSys'20)

MLPro - The Integrative Middleware Framework for Standardized Machine Learning in Python

Library for simulating data poisoning attack and defence strategies against online machine learning systems.

Unsupervised anomaly detection for data streams

Extension that performs streaming machine learning on event streams

Common metrics for evaluation of machine learning models

FTRL Approach to Financial Portfolio Risk Management

This repository serves as the website for the tutorial "Online clustering: algorithms, evaluation, metrics, aplication and benchmarking using River", presented at the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2022.

Distributed High Scale Online Machine Learning via Apache Flink

ATL original implementation on Matlab

MLPro: Integration River

This repository is a part of master's thesis by Syamraj Purushamparambil Satheesh Kumar as a part of course Systems Engineering and Engineering Management

Python implememtation of Hoeffding Option Tree for Online Machine Learning.

A distributed shared-nothing variant of the incremental stochastic gradient descent algorithm

ATL code converted to Python 3

MLPro: Integration scikit-learn