IKPLS

Table of Contents

  • Improved Kernel Partial Least Squares (IKPLS) and Fast Cross-Validation
  • API Reference
    • ikpls module
    • Module contents
      • ikpls.fast_cross_validation.numpy
      • ikpls.fast_cross_validation.jax
      • ikpls.numpy
      • ikpls.sklearn
      • ikpls.jax
  • Contribution Guidelines
IKPLS
  • API Reference
  • ikpls module
  • View page source

ikpls module

Module contents

  • ikpls.fast_cross_validation.numpy
    • PLS
      • PLS.cross_validate()
  • ikpls.fast_cross_validation.jax
    • PLS
      • PLS.cross_validate()
  • ikpls.numpy
    • PLS
      • PLS.fit()
        • PLS.A
        • PLS.max_stable_components
        • PLS.B
        • PLS.W
        • PLS.P
        • PLS.Q
        • PLS.R
        • PLS.R_Y
        • PLS.C
        • PLS.T
        • PLS.X_mean
        • PLS.Y_mean
        • PLS.X_std
        • PLS.Y_std
      • PLS.predict()
      • PLS.transform()
      • PLS.fit_transform()
      • PLS.inverse_transform()
      • PLS.cross_validate()
  • ikpls.sklearn
    • PLS
      • PLS.x_weights_
      • PLS.y_weights_
      • PLS.x_loadings_
      • PLS.y_loadings_
      • PLS.x_rotations_
      • PLS.y_rotations_
      • PLS.coef_
      • PLS.intercept_
      • PLS.n_features_in_
      • PLS.max_stable_components_
      • PLS.fit()
      • PLS.fit_transform()
      • PLS.predict()
      • PLS.predict_all_components()
      • PLS.transform()
      • PLS.inverse_transform()
      • PLS.score()
  • ikpls.jax
    • PLS
      • PLS.cross_validate()
      • PLS.fit()
        • PLS.A
        • PLS.max_stable_components
        • PLS.B
        • PLS.W
        • PLS.P
        • PLS.Q
        • PLS.R
        • PLS.R_Y
        • PLS.C
        • PLS.T
      • PLS.fit_transform()
      • PLS.inverse_transform()
      • PLS.predict()
      • PLS.stateless_fit()
      • PLS.stateless_fit_predict_eval()
      • PLS.stateless_predict()
      • PLS.transform()
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© Copyright 2023, Ole-Christian Galbo Engstrøm, Erik Schou Dreier, Birthe Møller Jespersen, and Kim Steenstrup Pedersen.

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