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
      • ikpls.numpy_ikpls
      • ikpls.jax_ikpls_alg_1
      • ikpls.jax_ikpls_alg_2
      • ikpls.jax_ikpls_base
  • Contribution Guidelines
IKPLS
  • API Reference
  • ikpls module
  • View page source

ikpls module

Module contents

  • ikpls.fast_cross_validation.numpy_ikpls
    • PLS
      • PLS.cross_validate()
  • ikpls.numpy_ikpls
    • PLS
      • PLS.fit()
        • PLS.A
        • PLS.max_stable_components
        • PLS.B
        • PLS.W
        • PLS.P
        • PLS.Q
        • PLS.R
        • PLS.R_Y
        • 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.jax_ikpls_alg_1
    • PLS
      • PLS.fit()
        • PLS.A
        • PLS.max_stable_components
        • PLS.B
        • PLS.W
        • PLS.P
        • PLS.Q
        • PLS.R
        • PLS.T
        • PLS.X_mean
        • PLS.Y_mean
        • PLS.X_std
        • PLS.Y_std
      • PLS.stateless_fit()
  • ikpls.jax_ikpls_alg_2
    • PLS
      • PLS.fit()
        • PLS.A
        • PLS.max_stable_components
        • PLS.B
        • PLS.W
        • PLS.P
        • PLS.Q
        • PLS.R
        • PLS.R_Y
        • PLS.X_mean
        • PLS.Y_mean
        • PLS.X_std
        • PLS.Y_std
      • PLS.stateless_fit()
  • ikpls.jax_ikpls_base
    • PLSBase
      • PLSBase.stateless_fit()
      • PLSBase.fit()
        • PLSBase.A
        • PLSBase.max_stable_components
        • PLSBase.B
        • PLSBase.W
        • PLSBase.P
        • PLSBase.Q
        • PLSBase.R
        • PLSBase.R_Y
        • PLSBase.T
      • PLSBase.stateless_predict()
      • PLSBase.predict()
      • PLSBase.transform()
      • PLSBase.fit_transform()
      • PLSBase.inverse_transform()
      • PLSBase.stateless_fit_predict_eval()
      • PLSBase.cross_validate()
        • PLSBase.A
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© Copyright 2023, Ole-Christian Galbo Engstrøm, Erik Schou Dreier, Birthe Møller Jespersen, and Kim Steenstrup Pedersen.

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