mvpy package

Subpackages

• mvpy.crossvalidation package
  • Submodules
  • mvpy.crossvalidation.cross_val_score module
    • cross_val_score()
  • mvpy.crossvalidation.kfold module
    • KFold
      • KFold.split()
      • KFold.to_numpy()
      • KFold.to_torch()
  • mvpy.crossvalidation.repeatedkfold module
    • RepeatedKFold
      • RepeatedKFold.split()
      • RepeatedKFold.to_numpy()
      • RepeatedKFold.to_torch()
  • mvpy.crossvalidation.repeatedstratifiedkfold module
    • RepeatedStratifiedKFold
      • RepeatedStratifiedKFold.split()
      • RepeatedStratifiedKFold.to_numpy()
      • RepeatedStratifiedKFold.to_torch()
  • mvpy.crossvalidation.stratifiedkfold module
    • StratifiedKFold
      • StratifiedKFold.split()
      • StratifiedKFold.to_numpy()
      • StratifiedKFold.to_torch()
  • mvpy.crossvalidation.validator module
    • Validator
      • Validator.call()
      • Validator.clone()
      • Validator.collect()
      • Validator.decision_function()
      • Validator.fit()
      • Validator.predict()
      • Validator.predict_proba()
      • Validator.score()
      • Validator.transform()
    • fit_model_()
  • Module contents
• mvpy.dataset package
  • Submodules
  • mvpy.dataset.make_meeg_categorical module
    • make_meeg_categorical()
  • mvpy.dataset.make_meeg_colours module
    • make_meeg_colours()
  • mvpy.dataset.make_meeg_continuous module
    • make_meeg_continuous()
  • mvpy.dataset.make_meeg_discrete module
    • make_meeg_discrete()
  • mvpy.dataset.make_meeg_layout module
    • make_meeg_layout()
  • Module contents
• mvpy.estimators package
  • Submodules
  • mvpy.estimators.b2b module
    • B2B
      • B2B.clone()
      • B2B.fit()
      • B2B.predict()
  • mvpy.estimators.classifier module
    • Classifier
      • Classifier.clone()
      • Classifier.copy()
      • Classifier.decision_function()
      • Classifier.fit()
      • Classifier.predict()
      • Classifier.predict_proba()
      • Classifier.score()
      • Classifier.to_numpy()
      • Classifier.to_torch()
  • mvpy.estimators.covariance module
    • Covariance
      • Covariance.clone()
      • Covariance.fit()
      • Covariance.fit_transform()
      • Covariance.to_numpy()
      • Covariance.to_torch()
      • Covariance.transform()
  • mvpy.estimators.csp module
    • CSP
      • CSP.clone()
      • CSP.fit()
      • CSP.predict()
    • loss()
    • mean_rotation()
    • rotmat()
  • mvpy.estimators.csp copy module
  • mvpy.estimators.kernelridgecv module
    • KernelRidgeCV
      • KernelRidgeCV.clone()
      • KernelRidgeCV.fit()
      • KernelRidgeCV.predict()
      • KernelRidgeCV.score()
  • mvpy.estimators.receptivefield module
    • ReceptiveField
      • ReceptiveField.clone()
      • ReceptiveField.fit()
      • ReceptiveField.predict()
      • ReceptiveField.score()
  • mvpy.estimators.ridgeclassifier module
    • RidgeClassifier
      • RidgeClassifier.clone()
      • RidgeClassifier.copy()
      • RidgeClassifier.decision_function()
      • RidgeClassifier.fit()
      • RidgeClassifier.predict()
      • RidgeClassifier.predict_proba()
      • RidgeClassifier.score()
  • mvpy.estimators.ridgecv module
    • RidgeCV
      • RidgeCV.clone()
      • RidgeCV.fit()
      • RidgeCV.predict()
      • RidgeCV.score()
  • mvpy.estimators.ridgedecoder module
    • RidgeDecoder
      • RidgeDecoder.clone()
      • RidgeDecoder.fit()
      • RidgeDecoder.predict()
      • RidgeDecoder.score()
  • mvpy.estimators.ridgeencoder module
    • RidgeEncoder
      • RidgeEncoder.clone()
      • RidgeEncoder.fit()
      • RidgeEncoder.predict()
      • RidgeEncoder.score()
  • mvpy.estimators.rsa module
    • RSA
      • RSA.clone()
      • RSA.fit()
      • RSA.fit_transform()
      • RSA.full_rdm()
      • RSA.to_numpy()
      • RSA.to_torch()
      • RSA.transform()
  • mvpy.estimators.sliding module
    • Sliding
      • Sliding.clone()
      • Sliding.collect()
      • Sliding.fit()
      • Sliding.fit_transform()
      • Sliding.predict()
      • Sliding.predict_proba()
      • Sliding.score()
      • Sliding.transform()
  • mvpy.estimators.svc module
    • SVC
      • SVC.clone()
      • SVC.copy()
      • SVC.decision_function()
      • SVC.fit()
      • SVC.predict()
      • SVC.predict_proba()
      • SVC.score()
      • SVC.to_numpy()
      • SVC.to_torch()
  • mvpy.estimators.timedelayed module
    • TimeDelayed
      • TimeDelayed.clone()
      • TimeDelayed.fit()
      • TimeDelayed.predict()
      • TimeDelayed.score()
  • 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.kernel_linear module
    • kernel_linear()
  • mvpy.math.kernel_poly module
    • kernel_poly()
  • mvpy.math.kernel_rbf module
    • kernel_rbf()
  • mvpy.math.kernel_sigmoid module
    • kernel_sigmoid()
  • mvpy.math.mahalanobis module
    • mahalanobis()
  • mvpy.math.pearsonr module
    • pearsonr()
    • pearsonr_d()
  • mvpy.math.r2 module
    • r2()
  • mvpy.math.rank module
    • rank()
  • mvpy.math.roc_auc module
    • roc_auc()
  • mvpy.math.spearmanr module
    • spearmanr()
    • spearmanr_d()
  • Module contents
• mvpy.metrics package
  • Submodules
  • mvpy.metrics.accuracy module
    • Accuracy
      • Accuracy.f()
      • Accuracy.name
      • Accuracy.reduce
      • Accuracy.request
  • mvpy.metrics.metric module
    • Metric
      • Metric.f()
      • Metric.mutate()
      • Metric.name
      • Metric.reduce
      • Metric.request
  • mvpy.metrics.pearsonr module
    • Pearsonr
      • Pearsonr.f()
      • Pearsonr.name
      • Pearsonr.reduce
      • Pearsonr.request
  • mvpy.metrics.r2 module
    • R2
      • R2.f()
      • R2.name
      • R2.reduce
      • R2.request
  • mvpy.metrics.roc_auc module
    • Roc_auc
      • Roc_auc.f()
      • Roc_auc.name
      • Roc_auc.reduce
      • Roc_auc.request
  • mvpy.metrics.score module
    • reduce_()
    • score()
  • mvpy.metrics.spearmanr module
    • Spearmanr
      • Spearmanr.f()
      • Spearmanr.name
      • Spearmanr.reduce
      • Spearmanr.request
  • Module contents
• mvpy.model_selection package
  • Submodules
  • mvpy.model_selection.hierarchical module
    • Hierarchical
      • Hierarchical.fit()
    • check_dims_and_groups_()
    • fit_validator_()
  • mvpy.model_selection.hierarchical_score module
    • hierarchical_score()
  • mvpy.model_selection.shapley module
    • Shapley
      • Shapley.fit()
    • fit_permutation_()
    • fit_validator_()
  • mvpy.model_selection.shapley_score module
    • shapley_score()
  • Module contents
• mvpy.preprocessing package
  • Submodules
  • mvpy.preprocessing.clamp module
    • Clamp
      • Clamp.clone()
      • Clamp.copy()
      • Clamp.fit()
      • Clamp.fit_transform()
      • Clamp.inverse_transform()
      • Clamp.to_numpy()
      • Clamp.to_torch()
      • Clamp.transform()
  • mvpy.preprocessing.labelbinariser module
    • LabelBinariser
      • LabelBinariser.clone()
      • LabelBinariser.copy()
      • LabelBinariser.fit()
      • LabelBinariser.fit_transform()
      • LabelBinariser.inverse_transform()
      • LabelBinariser.to_numpy()
      • LabelBinariser.to_torch()
      • LabelBinariser.transform()
  • mvpy.preprocessing.robustscaler module
    • RobustScaler
      • RobustScaler.clone()
      • RobustScaler.copy()
      • RobustScaler.fit()
      • RobustScaler.fit_transform()
      • RobustScaler.inverse_transform()
      • RobustScaler.to_numpy()
      • RobustScaler.to_torch()
      • RobustScaler.transform()
  • mvpy.preprocessing.scaler module
    • Scaler
      • Scaler.clone()
      • Scaler.copy()
      • Scaler.fit()
      • Scaler.fit_transform()
      • Scaler.inverse_transform()
      • Scaler.to_numpy()
      • Scaler.to_torch()
      • Scaler.transform()
  • Module contents
• mvpy.signal package
  • Submodules
  • mvpy.signal.hammingwindow module
    • hamming_window()
  • mvpy.signal.hannwindow module
    • hann_window()
  • mvpy.signal.raisedcosinewindow module
    • raised_cosine_window()
  • Module contents
• mvpy.utilities package
  • Submodules
  • mvpy.utilities.compile module
    • numpy()
    • torch()
  • mvpy.utilities.env module
    • get_var()
    • is_enabled()
  • mvpy.utilities.progressbar module
    • Progressbar
    • tqdm_joblib()
  • mvpy.utilities.version module
    • compare()
  • Module contents

Module contents