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FlexNN 1
Fully connected neural network built from scratch with flexible n-layer design and multiple activations.
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This is the complete list of members for FlexNN::Layers::Conv1D, including all inherited members.
| activation() const noexcept | FlexNN::Layers::Conv1D | inline |
| activationParams() const noexcept | FlexNN::Layers::Conv1D | inline |
| backward(const Eigen::MatrixXd &nextW, const Eigen::MatrixXd &nextdZ, const Eigen::MatrixXd &currZ) const | FlexNN::Layers::Conv1D | |
| backward(const Eigen::MatrixXd &upstream, const Eigen::MatrixXd &currZ) const | FlexNN::Layers::Conv1D | |
| biases() const noexcept | FlexNN::Layers::Conv1D | inline |
| Conv1D(Conv1DParams p, Activations::Activation act=Activations::Activation::ReLU, const Activations::ActivationParameters ¶ms=Activations::ActivationParameters{}) | FlexNN::Layers::Conv1D | explicit |
| Conv1D(int inChannels, int outChannels, int kernelSize, int stride=1, int padding=0, int dilation=1, Activations::Activation act=Activations::Activation::ReLU, const Activations::ActivationParameters ¶ms=Activations::ActivationParameters{}) | FlexNN::Layers::Conv1D | |
| forward(const Eigen::MatrixXd &input) const | FlexNN::Layers::Conv1D | |
| grad(const Eigen::MatrixXd &dZ, const Eigen::MatrixXd &input) const | FlexNN::Layers::Conv1D | |
| params() const noexcept | FlexNN::Layers::Conv1D | inline |
| propagate(const Eigen::MatrixXd &dZ) const | FlexNN::Layers::Conv1D | |
| setActivationParameters(const Activations::ActivationParameters &p) | FlexNN::Layers::Conv1D | inline |
| setBiases(const Eigen::VectorXd &b) | FlexNN::Layers::Conv1D | inline |
| setWeights(const Eigen::MatrixXd &W) | FlexNN::Layers::Conv1D | inline |
| type() const noexcept | FlexNN::Layers::Conv1D | inline |
| update(const Eigen::MatrixXd &dW, const Eigen::VectorXd &db, double lr) noexcept | FlexNN::Layers::Conv1D | |
| updateWeights(const Eigen::MatrixXd &dW, const Eigen::VectorXd &db, double lr) noexcept | FlexNN::Layers::Conv1D | inline |
| weights() const noexcept | FlexNN::Layers::Conv1D | inline |