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autograd.hpp File Reference
PyTorch-like automatic differentiation engine. More...
#include <functional>#include <memory>#include <vector>#include <unordered_set>#include "matrix.hpp"
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Classes | |
| class | utils::Function< T > |
| Function node in the computational graph. More... | |
| class | utils::Variable< T > |
| Variable class that supports automatic differentiation. More... | |
| class | utils::AddFunction< T > |
| Addition function. More... | |
| class | utils::SubFunction< T > |
| Subtraction function. More... | |
| class | utils::MulFunction< T > |
| Element-wise multiplication function. More... | |
| class | utils::DotFunction< T > |
| Matrix multiplication function. More... | |
| class | utils::TransposeFunction< T > |
| Transpose function. More... | |
| class | utils::SigmoidFunction< T > |
| Sigmoid function. More... | |
| class | utils::SumFunction< T > |
| Sum function. More... | |
Namespaces | |
| namespace | utils |
Typedefs | |
| using | utils::VariableF = Variable< float > |
| using | utils::VariableD = Variable< double > |
