mvpy package

Subpackages

• mvpy.estimators package
  • Submodules
  • mvpy.estimators.b2b module
    • B2B
      • B2B.alphas
      • B2B.fit_intercept
      • B2B.normalise
      • B2B.alpha_per_target
      • B2B.normalise_decoder
      • B2B.decoder_
      • B2B.encoder_
      • B2B.scaler_
      • B2B.causal_
      • B2B.pattern_
      • B2B.clone()
      • B2B.fit()
      • B2B.predict()
  • mvpy.estimators.classifier module
    • Classifier
      • Classifier.estimators_
      • Classifier.estimator_
      • Classifier.classes_
      • Classifier.intercept_
      • Classifier.coef_
      • Classifier.pattern_
      • Classifier.clone()
      • Classifier.fit()
      • Classifier.predict()
      • Classifier.predict_proba()
  • mvpy.estimators.covariance module
    • Covariance
      • Covariance.covariance_
      • Covariance.precision_
      • Covariance.whitener_
      • Covariance.shrinkage_
      • Covariance.clone()
      • Covariance.fit()
      • Covariance.fit_transform()
      • Covariance.to_numpy()
      • Covariance.to_torch()
      • Covariance.transform()
  • mvpy.estimators.decoder module
    • Decoder
      • Decoder.estimator_
      • Decoder.pattern_
      • Decoder.coef_
      • Decoder.intercept_
      • Decoder.alpha_
      • Decoder.clone()
      • Decoder.fit()
      • Decoder.predict()
  • mvpy.estimators.encoder module
    • Encoder
      • Encoder.alphas
      • Encoder.kwargs
      • Encoder.estimator
      • Encoder.intercept_
      • Encoder.coef_
      • Encoder.clone()
      • Encoder.fit()
      • Encoder.predict()
  • mvpy.estimators.ridgecv module
    • RidgeCV
      • RidgeCV.alpha_
      • RidgeCV.intercept_
      • RidgeCV.coef_
      • RidgeCV.clone()
      • RidgeCV.fit()
      • RidgeCV.predict()
  • mvpy.estimators.rsa module
    • RSA
      • RSA.rdm_
      • RSA.cx_
      • RSA.cy_
      • RSA.grouped
      • RSA.estimator
      • RSA.n_jobs
      • RSA.verbose
      • RSA.clone()
      • RSA.fit()
      • RSA.fit_transform()
      • RSA.full_rdm()
      • RSA.to_numpy()
      • RSA.to_torch()
      • RSA.transform()
  • mvpy.estimators.scaler module
    • Scaler
      • Scaler.shape_
      • Scaler.mean_
      • Scaler.var_
      • Scaler.scale_
      • Scaler.clone()
      • Scaler.copy()
      • Scaler.fit()
      • Scaler.fit_transform()
      • Scaler.inverse_transform()
      • Scaler.set_fit_request()
      • Scaler.to_numpy()
      • Scaler.to_torch()
      • Scaler.transform()
  • mvpy.estimators.sliding module
    • Sliding
      • Sliding.estimators_
      • Sliding.clone()
      • Sliding.collect()
      • Sliding.dims
      • Sliding.estimator
      • Sliding.fit()
      • Sliding.fit_transform()
      • Sliding.predict()
      • Sliding.predict_proba()
      • Sliding.top
      • Sliding.transform()
      • Sliding.verbose
  • mvpy.estimators.timedelayed module
    • TimeDelayed
      • TimeDelayed.alphas
      • TimeDelayed.kwargs
      • TimeDelayed.patterns
      • TimeDelayed.t_min
      • TimeDelayed.t_max
      • TimeDelayed.fs
      • TimeDelayed.window
      • TimeDelayed.estimator
      • TimeDelayed.f_
      • TimeDelayed.c_
      • TimeDelayed.w_
      • TimeDelayed.intercept_
      • TimeDelayed.coef_
      • TimeDelayed.pattern_
      • TimeDelayed.clone()
      • TimeDelayed.fit()
      • TimeDelayed.predict()
  • Module contents
• mvpy.math package
  • Submodules
  • mvpy.math.accuracy module
    • accuracy()
  • mvpy.math.cosine module
    • cosine()
    • cosine_d()
  • mvpy.math.crossvalidated module
    • cv_euclidean()
    • cv_mahalanobis()
  • mvpy.math.euclidean module
    • euclidean()
  • mvpy.math.mahalanobis module
    • mahalanobis()
  • mvpy.math.pearsonr module
    • pearsonr()
    • pearsonr_d()
  • mvpy.math.rank module
    • rank()
  • mvpy.math.roc_auc module
    • roc_auc()
  • mvpy.math.spearmanr module
    • spearmanr()
    • spearmanr_d()
  • Module contents
• mvpy.signal package
  • Module contents
• mvpy.utilities package
  • Submodules
  • mvpy.utilities.progressbar module
    • Progressbar
    • tqdm_joblib()
  • Module contents

Module contents