online-ml/river

🌊 Online machine learning in Python

PythonCythonOtherpythondata-sciencemachine-learningstreamingstream-processingonline-learningstreaming-dataconcept-driftreal-time-processingincremental-learningonline-machine-learningonline-statistics
This is stars and forks stats for /online-ml/river repository. As of 29 Apr, 2024 this repository has 4439 stars and 520 forks.

River is a Python library for online machine learning. It aims to be the most user-friendly library for doing machine learning on streaming data. River is the result of a merger between creme and scikit-multiflow. ⚡️ Quickstart As a quick example, we'll train a logistic regression to classify the website phishing dataset. Here's a look at the first observation in the dataset. >>> from pprint import pprint >>> from river import datasets >>> dataset = datasets.Phishing() >>>...
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