river
Online learner
A Python library for online machine learning that provides an incremental learning framework for various algorithms and models
🌊 Online machine learning in Python
5k stars
85 watching
553 forks
Language: Python
last commit: 11 months ago
Linked from 3 awesome lists
concept-driftdata-scienceincremental-learningmachine-learningonline-learningonline-machine-learningonline-statisticspythonreal-time-processingstream-processingstreamingstreaming-data
Related projects:
| Repository | Description | Stars |
|---|---|---|
| | A comprehensive Python module for web mining and analysis of text data. | 8,758 |
| | Provides implementations of fundamental machine learning models and algorithms from scratch in Python | 24,092 |
| | Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics | 23,191 |
| | An implementation of selected chapters from the book on Machine Learning with Python code | 4,263 |
| | Automates conversion of machine learning code into production-ready microservices with web API and GUI. | 3,116 |
| | A collection of machine learning algorithms implemented in NumPy for rapid experimentation and prototyping. | 15,789 |
| | A structured learning series covering MLOps basics from data preparation to deployment and model monitoring. | 6,120 |
| | A Django plugin for deploying river online machine learning models | 11 |
| | A high-performance LLM inference framework written in Rust | 4,677 |
| | Provides statistical methods to estimate the impact of interventions on outcomes in machine learning models | 5,132 |
| | A cross-platform machine learning framework for .NET that enables developers to build, train, and deploy models without prior expertise in ML. | 9,071 |
| | Teaches practical aspects of productionizing ML services | 11,227 |
| | A Python library for user-friendly time series forecasting and anomaly detection | 8,166 |
| | Automated Machine Learning library for Python that streamlines data preparation, model selection, and hyperparameter tuning for tabular data. | 3,081 |
| | A PyTorch library for implementing deep metric learning algorithms in computer vision applications. | 6,045 |