online-machine-learning

🌊 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)

Example notebooks using the TurboML platform

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

Demos using TurboML!

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

Distributed High Scale Online Machine Learning via Apache Flink

MLPro: Integration River

ATL original implementation on Matlab

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

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

Python implememtation of Hoeffding Option Tree for Online Machine Learning.

MLPro: Integration scikit-learn