online-ml/river

Temporal online machines: streaming anomaly detection with calibrated p-values, built on skaters

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

📑 Online machine learning resources

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

A toolkit for time series machine learning and deep learning

MOMENT: A Family of Open Time-series Foundation Models, ICML'24

Automatic extraction of relevant features from time series:

Merlion: A Machine Learning Framework for Time Series Intelligence

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.