Deep Learning Algorithm Implementations 1.0.0
C++ implementations of fundamental deep learning algorithms
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utils::Variable< T > Member List

This is the complete list of members for utils::Variable< T >, including all inherited members.

backward(const Matrix< T > &gradient=Matrix< T >())utils::Variable< T >
cols() constutils::Variable< T >inline
data() constutils::Variable< T >inline
data()utils::Variable< T >inline
detach() constutils::Variable< T >inline
dot(const Variable< T > &other) constutils::Variable< T >
exp() constutils::Variable< T >
grad() constutils::Variable< T >inline
grad()utils::Variable< T >inline
grad_fn() constutils::Variable< T >inline
log() constutils::Variable< T >
mean() constutils::Variable< T >
operator()(size_t row, size_t col)utils::Variable< T >inline
operator()(size_t row, size_t col) constutils::Variable< T >inline
operator*(const Variable< T > &other) constutils::Variable< T >
operator+(const Variable< T > &other) constutils::Variable< T >
operator-(const Variable< T > &other) constutils::Variable< T >
relu() constutils::Variable< T >
requires_grad() constutils::Variable< T >inline
rows() constutils::Variable< T >inline
sigmoid() constutils::Variable< T >
sum() constutils::Variable< T >
tanh() constutils::Variable< T >
transpose() constutils::Variable< T >
Variable(const Matrix< T > &data, bool requires_grad=false)utils::Variable< T >inline
Variable(const Matrix< T > &data, std::shared_ptr< Function< T > > grad_fn)utils::Variable< T >inline
zero_grad()utils::Variable< T >inline