SGD Member List

This is the complete list of members for SGD, including all inherited members.

cost	SGD
eta	SGD	private
fit(const Matrix< double > &X, const Matrix< double > &y, Matrix< double > &weights)	SGD	inline
n_iter	SGD	private
net_input_fun	SGD	private
netInput(const Matrix< double > &X, const Matrix< double > &weights)	SGD	inlinestatic
partial_fit(const Matrix< double > &X, const Matrix< double > &y, Matrix< double > &weights) const	SGD	inline
SGD(double _eta=0.01, size_t iter=10, bool _shuffle=false, const std::function< double(const Matrix< double > &, const Matrix< double > &)> &update_weights_fun=nullptr, const std::function< Matrix< double >(const Matrix< double > &)> &netInputFun=nullptr)	SGD	inlineexplicit
shuffle	SGD	private
shuffleData(const Matrix< double > &X, const Matrix< double > &y)	SGD	inline
update_weights(const Matrix< double > &xi, const Matrix< double > &target, Matrix< double > &weights) const	SGD	inline
weight_update	SGD	private