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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 |