Online machine learning resources
β611Mar 31, 2026Updated last week
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:
- 𦫠MLOps for (online) machine learningβ93Mar 25, 2024Updated 2 years ago
- β170Updated this week
- π Online machine learning in Pythonβ5,781Updated this week
- WIPβ36Jul 29, 2024Updated last year
- This repository serves as a demo for River and its associated clustering module (2022 edition).β13Aug 21, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean β’ AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ROSE: Robust Online Self-Adjusting Ensemble for Continual Learning from Imbalanced Drifting Data Streamsβ10Jun 24, 2024Updated last year
- π Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durationsβ44Mar 6, 2023Updated 3 years ago
- Extra functionalities for riverβ15May 15, 2024Updated last year
- The stream-learn is an open-source Python library for difficult data stream analysis.β66Aug 29, 2025Updated 7 months ago
- A machine learning package for streaming data in Python. The other ancestor of River.β795Nov 2, 2023Updated 2 years ago
- π Explain why metrics change by unpacking themβ41Jan 16, 2026Updated 2 months ago
- Fast and incremental explanations for online machine learning models. Works best with the river framework.β56Dec 26, 2024Updated last year
- Django plugin for online machine learning with river (under-development)β15Dec 25, 2023Updated 2 years ago
- Online Reliable Semi-supervised Learning on Evolving Data Streamsβ15Feb 18, 2026Updated last month
- NordVPN Special Discount Offer β’ AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- βοΈ Measuring the accuracy of BBC weather forecasts in Honolulu, USAβ12Jul 10, 2021Updated 4 years ago
- The Tornado framework, designed and implemented for adaptive online learning and data stream mining in Python.β129Oct 31, 2023Updated 2 years ago
- β15Nov 28, 2023Updated 2 years ago
- Reimplementation of VFDT and EFDT. Our codebase is simple, concise, easy to reproduce with strong performances.β10Feb 1, 2021Updated 5 years ago
- A Python implementation of Online Sequential Extreme Machine Learning (OS-ELM) for online machine learningβ43Jan 8, 2026Updated 3 months ago
- A collection of data sets for stream learning.β39May 8, 2020Updated 5 years ago
- MA4128 Github Assessmentβ10Dec 12, 2021Updated 4 years ago
- A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental frameworkβ28Jun 27, 2024Updated last year
- Toolkit to forge scikit-learn compatible estimatorsβ19Apr 1, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regrβ¦β654Dec 19, 2025Updated 3 months ago
- Tidy up your machine learning experimentsβ17Sep 5, 2019Updated 6 years ago
- π¦ Deployment tool for online machine learning modelsβ98May 15, 2022Updated 3 years ago
- The simplest way to deploy a machine learning modelβ24Nov 19, 2022Updated 3 years ago
- Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)β192Dec 11, 2019Updated 6 years ago
- ECHO is a semi-supervised framework for classifying evolving data streams based on our previous approach SAND. The most expensive module β¦β12Dec 25, 2017Updated 8 years ago
- Online-Recurrent-Extreme-Learning-Machine (OR-ELM) for time-series prediction, implemented in pythonβ157Jul 16, 2019Updated 6 years ago
- β17Dec 11, 2022Updated 3 years ago
- One of the ancestors of Riverβ36Nov 13, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive β’ AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Gradient boosting on steroidsβ28Jun 17, 2024Updated last year
- A modular Python framework for standardized evaluation and benchmarking of online learning models.β10Nov 24, 2022Updated 3 years ago
- real time recommendation playgroundβ15Nov 7, 2022Updated 3 years ago
- Toy environment set for multi-agent reinforcement learning and moreβ39Nov 26, 2024Updated last year
- Implementation of the DenStream algorithm in Python.β12Nov 24, 2025Updated 4 months ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), Sβ¦β421May 30, 2023Updated 2 years ago
- concept drift datasets edited to work with scikit-multiflow directlyβ42Jul 24, 2019Updated 6 years ago