Online machine learning resources
☆603Sep 7, 2024Updated last year
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
Sorting:
- ☆166Feb 9, 2026Updated last month
- 🦫 MLOps for (online) machine learning☆92Mar 25, 2024Updated last year
- 🌊 Online machine learning in Python☆5,735Mar 1, 2026Updated last week
- WIP☆35Jul 29, 2024Updated last year
- 🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations☆45Mar 6, 2023Updated 3 years ago
- 📊 Explain why metrics change by unpacking them☆40Jan 16, 2026Updated last month
- Fast and incremental explanations for online machine learning models. Works best with the river framework.☆55Dec 26, 2024Updated last year
- Extra functionalities for river☆14May 15, 2024Updated last year
- Django plugin for online machine learning with river (under-development)☆15Dec 25, 2023Updated 2 years ago
- The stream-learn is an open-source Python library for difficult data stream analysis.☆66Aug 29, 2025Updated 6 months ago
- ☆15Nov 28, 2023Updated 2 years ago
- This repository serves as a demo for River and its associated clustering module (2022 edition).☆13Aug 21, 2023Updated 2 years ago
- ☀️ Measuring the accuracy of BBC weather forecasts in Honolulu, USA☆12Jul 10, 2021Updated 4 years ago
- ROSE: Robust Online Self-Adjusting Ensemble for Continual Learning from Imbalanced Drifting Data Streams☆10Jun 24, 2024Updated last year
- 🦀 Online statistics in Rust☆75Jul 31, 2025Updated 7 months ago
- Tidy up your machine learning experiments☆17Sep 5, 2019Updated 6 years ago
- The simplest way to deploy a machine learning model☆24Nov 19, 2022Updated 3 years ago
- real time recommendation playground☆15Nov 7, 2022Updated 3 years ago
- Gradient boosting on steroids☆28Jun 17, 2024Updated last year
- MA4128 Github Assessment☆10Dec 12, 2021Updated 4 years ago
- Toy environment set for multi-agent reinforcement learning and more☆39Nov 26, 2024Updated last year
- The Tornado framework, designed and implemented for adaptive online learning and data stream mining in Python.☆129Oct 31, 2023Updated 2 years ago
- A toolbox for fair and explainable machine learning☆55Jun 17, 2024Updated last year
- MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regr…☆654Dec 19, 2025Updated 2 months ago
- ☆13Oct 8, 2021Updated 4 years ago
- sliding fast fourier transform using haskell streaming☆13Feb 19, 2019Updated 7 years ago
- A Python implementation of Online Sequential Extreme Machine Learning (OS-ELM) for online machine learning☆42Jan 8, 2026Updated 2 months ago
- Haskell numerical ODE solvers☆14Aug 21, 2017Updated 8 years ago
- Solution of team "Data O Plomo" to the qualification phase of the 2020 edition of the International Data Analysis Olympiad (IDAO)☆18Nov 20, 2020Updated 5 years ago
- Autoregressive Bayesian linear model☆21Sep 10, 2020Updated 5 years ago
- APDTFlow is a modern and extensible forecasting framework for time series data that leverages advanced techniques including neural ordina…☆43Nov 12, 2025Updated 3 months ago
- A collection of data sets for stream learning.☆39May 8, 2020Updated 5 years ago
- [Intemarché] Sales forecasting challenge☆11Jun 23, 2021Updated 4 years ago
- AutoML framework for implementing automated machine learning on data streams☆15Jun 29, 2023Updated 2 years ago
- Decorators for logging purposes for all your dataframes☆14Jan 31, 2025Updated last year
- ✨🌲 Hierarchical extreme multiclass and multi-label classification.☆18Jan 5, 2023Updated 3 years ago
- A Python library for machine-learning and feedback loops on streaming data☆64Apr 21, 2023Updated 2 years ago
- The Elements of Statistical Learning in Haskell☆13Nov 29, 2017Updated 8 years ago
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库☆1,516Feb 25, 2025Updated last year