Opinion

River: the Best Python Library for Online Machine Learning

The “sklearn” for machine learning on streaming data

Image by UnboxScience at Pixabay

Conventional machine learning algorithms, such as linear regression and xgboost, operate in “batch” mode. That is, they fit a model using a full dataset in one go. Updating that model with new data requires fitting a brand new model from…