openGPMP
Open Source Mathematics Package
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This is the complete list of members for BNN, including all inherited members.
activation_function(double x) | BNN | |
BNN(int input_size, int hidden_size, int output_size, double prior_variance=1.0) | BNN | |
compute_loss(const std::vector< std::vector< double >> &X, const std::vector< std::vector< double >> &y) | BNN | |
fit(const std::vector< std::vector< double >> &X_train, const std::vector< std::vector< double >> &y_train, int epochs=1000) | BNN | |
hidden_biases | BNN | |
hidden_size | BNN | |
hidden_to_output_weights | BNN | |
input_size | BNN | |
input_to_hidden_weights | BNN | |
log_likelihood(const std::vector< std::vector< double >> &X, const std::vector< std::vector< double >> &y) | BNN | |
output_biases | BNN | |
output_size | BNN | |
predict(const std::vector< double > &input_vector) | BNN | |
prior_log_likelihood() | BNN | |
prior_variance | BNN | |
rng | BNN | |
update_weights(const std::vector< std::vector< double >> &X, const std::vector< std::vector< double >> &y, double learning_rate) | BNN |