Online machine learning resources
☆633Sep 26, 2026Updated 2 weeks ago
Alternatives and similar repositories for awesome-online-machine-learning
Users that are interested in awesome-online-machine-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆177Updated this week
- 🦫 MLOps for (online) machine learning☆91Mar 25, 2024Updated 2 years ago
- 🌊 Online machine learning in Python☆6,122Updated this week
- WIP☆37Jul 29, 2024Updated 2 years ago
- This repository serves as a demo for River and its associated clustering module (2022 edition).☆12Aug 21, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ROSE: Robust Online Self-Adjusting Ensemble for Continual Learning from Imbalanced Drifting Data Streams☆10Jun 24, 2024Updated 2 years ago
- 🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations☆44Mar 6, 2023Updated 3 years ago
- The stream-learn is an open-source Python library for difficult data stream analysis.☆67May 5, 2026Updated 5 months ago
- Extra functionalities for river☆15May 15, 2024Updated 2 years ago
- A machine learning package for streaming data in Python. The other ancestor of River.☆798Nov 2, 2023Updated 2 years ago
- 📊 Explain why metrics change by unpacking them☆42Jan 16, 2026Updated 8 months ago
- Fast and incremental explanations for online machine learning models. Works best with the river framework.☆56Dec 26, 2024Updated last year
- Online Reliable Semi-supervised Learning on Evolving Data Streams☆15Feb 18, 2026Updated 7 months ago
- Django plugin for online machine learning with river (under-development)☆15Dec 25, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The Tornado framework, designed and implemented for adaptive online learning and data stream mining in Python.☆129Oct 31, 2023Updated 2 years ago
- ☀️ Measuring the accuracy of BBC weather forecasts in Honolulu, USA☆12Jul 10, 2021Updated 5 years ago
- A Python implementation of Online Sequential Extreme Machine Learning (OS-ELM) for online machine learning☆42Jul 25, 2026Updated 2 months ago
- Reimplementation of VFDT and EFDT. Our codebase is simple, concise, easy to reproduce with strong performances.☆10Feb 1, 2021Updated 5 years ago
- ☆15Nov 28, 2023Updated 2 years ago
- A collection of data sets for stream learning.☆41May 8, 2020Updated 6 years ago
- A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework☆29Jun 27, 2024Updated 2 years ago
- Toolkit to forge scikit-learn compatible estimators☆19Oct 1, 2026Updated last week
- MA4128 Github Assessment☆10Dec 12, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🦀 Online statistics in Rust☆76Jul 31, 2025Updated last year
- MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regr…☆667Aug 30, 2026Updated last month
- Online Learning code: TG -> FOBOS -> RDA ->FTRL ->FTPRL -> FTML☆26Nov 14, 2018Updated 7 years ago
- Tidy up your machine learning experiments☆17Sep 5, 2019Updated 7 years ago
- 🍦 Deployment tool for online machine learning models☆98May 15, 2022Updated 4 years ago
- ☆17Dec 11, 2022Updated 3 years ago
- Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)☆192Apr 13, 2026Updated 6 months ago
- Online-Recurrent-Extreme-Learning-Machine (OR-ELM) for time-series prediction, implemented in python☆157Jul 16, 2019Updated 7 years ago
- A modular Python framework for standardized evaluation and benchmarking of online learning models.☆10Nov 24, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- One of the ancestors of River☆40Nov 13, 2020Updated 5 years ago
- Decorators for logging purposes for all your dataframes☆16Jan 31, 2025Updated last year
- pycaret-demo-dphi☆20Dec 19, 2020Updated 5 years ago
- real time recommendation playground☆15Nov 7, 2022Updated 3 years ago
- Toy environment set for multi-agent reinforcement learning and more☆38Nov 26, 2024Updated last year
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆427May 30, 2023Updated 3 years ago
- concept drift datasets edited to work with scikit-multiflow directly☆43Jul 24, 2019Updated 7 years ago