Neural network models¶
Some basis of neural network models with PyTorch package: Multi-Layer Perceptron (MultiLayerPerceptron).
Neural networks¶
fynance.models.neural_network.BaseNeuralNet() |
Base object for neural network model with PyTorch. |
fynance.models.neural_network.MultiLayerPerceptron(X, y) |
Neural network with MultiLayer Perceptron architecture. |
Recurrent neural networks¶
fynance.models.recurrent_neural_network.RecurrentNeuralNetwork(X, y) |
Neural network with recurrent architecture. |
fynance.models.recurrent_neural_network.GatedRecurrentUnit(X, y) |
Gated Recurrent Unit neural network. |
fynance.models.recurrent_neural_network.LongShortTermMemory(X, y) |
Long short term memory neural network. |