Man pages for jdestefani/ExtendedDFML
Extended Dynamic Factor Machine Learner
| autoencoder_keras | autoencoder_keras |
| BaseAutoencoder | BaseAutoencoder |
| BaseRegularizedAutoencoder | BaseRegularizedAutoencoder |
| Convolutional1DAutoencoder | ConvolutionalAutoencoder |
| Convolutional2DAutoencoder | Convolutional2DAutoencoder |
| cor.prob | cor.prob |
| decode | decode |
| DeepAutoencoder | DeepAutoencoder |
| DeepGRUAutoencoder | DeepGRUAutoencoder |
| DeepLSTMAutoencoder | DeepLSTMAutoencoder |
| DFML | DFML |
| dimensionalityIncrease | dimensionalityIncrease |
| dimensionalityReduction | dimensionalityReduction |
| forecaster | forecaster |
| gradientBoostingForecaster | gradientBoostingForecaster |
| GramSchmidtOrthogonalization | GramSchmidtOrtogonalization |
| GRUAutoencoder | GRUAutoencoder |
| incremental_autoencoder_keras_update | incremental_autoencoder_keras |
| incrementalDimensionalityReduction | incrementalDimensionalityReduction |
| incrementalDimensionalityReductionUpdate | incrementalDimensionalityReductionUpdate |
| incrementalPCA | incrementalPCA |
| incrementalpca_wrapper | incrementalpca_wrapper |
| iterativePCASingleStep | iterativePCASingleStep |
| learningRateDecay | learningRateDecay |
| lightGBMDirect | lightGBMDirect |
| lightGBMRecursive | lightGBMRecursive Wrapper function for LightGBM forecasting... |
| LSTMAutoencoder | LSTMAutoencoder |
| LSTMConvolutional1DAutoencoder | LSTMConvolutional1DAutoencoder |
| matrix2Tensor3D | matrix2Tensor3D |
| plotLoss | plotLoss |
| tensor3D2matrix | tensor3D2matrix |
| VAR_recursive | VAR_recursive |
| vectorNormalize | vectorNormalize Normalize the vector passed as parameter |
| vectorProject | vectorProject |
| xgboostDirect | xgboostDirect |
| xgboostRecursive | xgboostRecursive |
