scikit-multiflow
0.1.0

Contents:

  • Webpage
  • Installation
    • Option 1. Install from source code
    • Option 2. Install from PyPI
    • Option 3. Development version
    • matplotlib backend considerations
    • Jupyter Notebooks
  • User Guide
    • Core Concepts
      • Architecture
      • Stream class
    • Quick-Start Guide
      • Train and test a stream classification model in scikit-multiflow
      • Load data from a file as a stream and save test results into a file.
    • Using Streams in scikit-multiflow
      • Stream generators
  • Documentation
    • Data: skmultiflow.data
      • skmultiflow.data.base_stream
      • skmultiflow.data.data_stream
      • skmultiflow.data.file_stream
      • Stream Generators
    • Learning methods
      • Bayes methods
      • Ensemble methods
      • Lazy learning methods
      • Neural Networks
      • Tree methods
    • Drift Detection: skmultiflow.drift_detection
      • skmultiflow.drift_detection.adwin
      • skmultiflow.drift_detection.ddm
      • skmultiflow.drift_detection.eddm
      • skmultiflow.drift_detection.page_hinkley
    • Evaluation: skmultiflow.evaluation
      • skmultiflow.evaluation.evaluate_holdout
      • skmultiflow.evaluation.evaluate_prequential
    • Package, Indices and Search
      • skmultiflow
  • Contributing
  • Github Repository
scikit-multiflow
  • Docs »
  • Welcome to scikit-multiflow’s documentation!
  • Edit on GitHub

Welcome to scikit-multiflow’s documentation!¶

scikit-multiflow-logo

A multi-output/multi-label and stream data framework. Inspired by MOA and MEKA , following scikit-learn philosophy.

Contents:

  • Webpage
  • Installation
    • Option 1. Install from source code
    • Option 2. Install from PyPI
    • Option 3. Development version
    • matplotlib backend considerations
    • Jupyter Notebooks
  • User Guide
    • Core Concepts
    • Quick-Start Guide
    • Using Streams in scikit-multiflow
  • Documentation
    • Data: skmultiflow.data
    • Learning methods
    • Drift Detection: skmultiflow.drift_detection
    • Evaluation: skmultiflow.evaluation
    • Package, Indices and Search
  • Contributing
  • Github Repository
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