stream-learn 0.3.2

Toolbox for streaming data.

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stream-learn is a Python package equipped with a procedures to process data streams using estimators with API compatible with scikit-learn.

Documentation

API documentation with set of examples may be found on the documentation page.

Installation

stream-learn is available on the PyPi and you may install it with pip:

pip install stream-learn

import strlearn
from sklearn import neural_network

clf = neural_network.MLPClassifier()
X, y = strlearn.utils.load_arff('toyset.arff')
learner = strlearn.Learner(X, y, clf)
learner.run()

Flow controllers and stream estimators