Cyanure
  • Welcome to Cyanure’s documentation!
  • License
  • Installation
  • Python API
    • Estimators
    • Preprocessing functions
  • Tutorials
  • Benchmarks
  • References
Cyanure
  • Python API
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Python API

  • Estimators
    • The Regression Class
      • Regression
        • Regression.fit()
        • Regression.predict()
        • Regression.score()
        • Regression.densify()
        • Regression.get_params()
        • Regression.get_weights()
        • Regression.set_params()
        • Regression.sparsify()
    • The Classifier Class
      • Classifier
        • Classifier.fit()
        • Classifier.predict()
        • Classifier.score()
        • Classifier.decision_function()
        • Classifier.predict_proba()
        • Classifier.densify()
        • Classifier.get_params()
        • Classifier.get_weights()
        • Classifier.set_params()
        • Classifier.sparsify()
    • Pre-configured classes
      • LinearSVC
      • LogisticRegression
      • Lasso
        • Lasso.fit()
      • L1Logistic
        • L1Logistic.fit()
  • Preprocessing functions
    • Preprocess data
      • preprocess()
    • Input verification functions
      • check_labels()
      • check_input_type()
      • check_positive_parameter()
      • check_parameters()
      • check_input_fit()
      • check_input_inference()
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© Copyright 2019, Julien Mairal.

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