Spy4Cast

Functions

index_regression(data, index, alpha, sig[, ...])	Create correlation (pearson correlation) and regression
PCA_reduce_dimensionality(x[, pca_modes])	Returns a new Preprocess instance that has reduced dimensionality with PCA based dimensionality reduction

Classes

MCA(dsy, dsz, nm, alpha[, sig, ...])	Maximum covariance analysis between y (predictor) and Z (predictand)
Preprocess(ds[, order, period, freq, ...])	Preprocess variables for MCA and Crossvalidation: anomaly and reshaping
Crossvalidation(dsy, dsz, nm, alpha[, ...])	Perform crossvalidation methodology
Validation(training_mca, validating_dsy, ...)	Perform validation methodology
PreprocessUnstructured(data_matrix, time, coords)	Stores unstructured data (data points not distributed in a grid).