models

DenseNNClassification([units, dropout, ...])

Class for the dense (fully-connected) neural network decoder

DenseNNDecoder

alias of DenseNNRegression

DenseNNRegression([units, dropout, ...])

Class for the dense (fully-connected) neural network decoder

GRUClassification([units, dropout, ...])

Class for the gated recurrent unit (GRU) decoder

GRUDecoder

alias of GRURegression

GRURegression([units, dropout, num_epochs, ...])

Class for the gated recurrent unit (GRU) decoder

KalmanFilterDecoder

alias of KalmanFilterRegression

KalmanFilterRegression([C])

Class for the Kalman Filter Decoder

LSTMClassification([units, dropout, ...])

Class for the LSTM decoder

LSTMDecoder

alias of LSTMRegression

LSTMRegression([units, dropout, num_epochs, ...])

Class for the gated recurrent unit (GRU) decoder

NaiveBayesDecoder

alias of NaiveBayesRegression

NaiveBayesRegression([encoding_model, res])

Class for the Naive Bayes Decoder

PcaEstimateDecoder([explained_variance, ...])

Class for the PCA - SVM Classifier

PcaLdaClassification([explained_variance, ...])

Class for the PCA - LDA Classifier

SVClassification([max_iter, C])

Class for the Support Vector Classification Decoder This simply leverages the scikit-learn SVM

SVRDecoder

alias of SVRegression

SVRegression([max_iter, C])

Class for the Support Vector Regression (SVR) Decoder This simply leverages the scikit-learn SVR

SimpleRNNClassification([units, dropout, ...])

Class for the RNN decoder

SimpleRNNDecoder

alias of SimpleRNNRegression

SimpleRNNRegression([units, dropout, ...])

Class for the simple recurrent neural network decoder

WienerCascadeDecoder

alias of WienerCascadeRegression

WienerCascadeRegression([degree])

Class for the Wiener Cascade Decoder

WienerFilterClassification([C])

Class for the Wiener Filter Decoder

WienerFilterDecoder

alias of WienerFilterRegression

WienerFilterRegression()

Class for the Wiener Filter Decoder

XGBoostClassification([max_depth, ...])

Class for the XGBoost Decoder

XGBoostDecoder

alias of XGBoostRegression

XGBoostRegression([max_depth, num_round, ...])

Class for the XGBoost Decoder

glm_run(Xr, Yr, X_range)