river

Online ML Engine

Provides an online machine learning platform for efficient and incremental model training on streaming data.

🌊 Online machine learning in Python

GitHub

5k stars
83 watching
552 forks
Language: Python
last commit: 7 days ago
Linked from 3 awesome lists

concept-driftdata-scienceincremental-learningmachine-learningonline-learningonline-machine-learningonline-statisticspythonreal-time-processingstream-processingstreamingstreaming-data

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
clips/pattern A comprehensive Python module for web mining and analysis of text data. 8,750
eriklindernoren/ml-from-scratch Provides implementations of fundamental machine learning models and algorithms from scratch in Python 24,003
trekhleb/homemade-machine-learning Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics 23,121
jwarmenhoven/islr-python An implementation of selected chapters from the book on Machine Learning with Python code 4,255
ml-tooling/opyrator Automates conversion of machine learning code into production-ready microservices with web API and GUI. 3,102
ddbourgin/numpy-ml A collection of machine learning algorithms implemented in NumPy for rapid experimentation and prototyping. 15,466
graviraja/mlops-basics A structured learning series covering MLOps basics from data preparation to deployment and model monitoring. 6,071
vsoch/django-river-ml A Django plugin for deploying river online machine learning models 10
ericlbuehler/mistral.rs A fast and flexible LLM inference platform supporting various models and devices 4,466
uber/causalml Provides statistical methods to estimate the impact of interventions on outcomes in machine learning models 5,106
dotnet/machinelearning A cross-platform machine learning framework for .NET that enables developers to build, train, and deploy models without prior expertise in ML. 9,045
datatalksclub/mlops-zoomcamp Teaches practical aspects of productionizing ML services 11,154
unit8co/darts A Python library for user-friendly time series forecasting and anomaly detection 8,087
mljar/mljar-supervised A tool for automating machine learning pipeline construction and hyperparameter tuning on tabular data 3,052
kevinmusgrave/pytorch-metric-learning A PyTorch-based library for easy implementation of deep metric learning in applications. 6,012