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cMHN 1.2
C++ library for learning MHNs with pRC
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#include <prc.hpp>Go to the source code of this file.
Classes | |
| class | cMHN::nonTT::MHNOperator< T, D > |
| Class storing an MHN operator represented by a theta matrix (for non TT calculations) More... | |
Namespaces | |
| namespace | cMHN |
| namespace | cMHN::nonTT |
Functions | |
| template<pRC::Operator::Transform OT = pRC::Operator::Transform::None, pRC::Operator::Restrict OR = pRC::Operator::Restrict::None, pRC::Operator::Hint OH = pRC::Operator::Hint::None, class T1 , pRC::Size D, class T2 , pRC::Size... Ns> requires (OR == pRC::Operator::Restrict::None) && (OT == pRC::Operator::Transform::None) | |
| static constexpr auto | cMHN::nonTT::applyDerivative (MHNOperator< T1, D > const &op, pRC::Tensor< T2, Ns... > const &x, pRC::Index const &i) |
| apply the derivative of an MHN Q wrt to theta_ii to a vector x | |
| template<pRC::Operator::Transform OT = pRC::Operator::Transform::None, pRC::Operator::Restrict OR = pRC::Operator::Restrict::None, pRC::Operator::Hint OH = pRC::Operator::Hint::None, class T1 , pRC::Size D, class T2 , pRC::Size... Ns> requires (OR == pRC::Operator::Restrict::None) | |
| static constexpr auto | cMHN::nonTT::apply_diag (MHNOperator< T1, D > const &op, pRC::Tensor< T2, Ns... > const &x) |
| apply the diagonal part of (1-Q) to a vector x, given an MHN Q | |
| template<pRC::Operator::Transform OT = pRC::Operator::Transform::None, pRC::Operator::Restrict OR = pRC::Operator::Restrict::None, pRC::Operator::Hint OH = pRC::Operator::Hint::None, class T1 , pRC::Size D, class T2 , pRC::Size... Ns> requires (OR == pRC::Operator::Restrict::None) | |
| static constexpr auto | cMHN::nonTT::apply_offdiag (MHNOperator< T1, D > const &op, pRC::Tensor< T2, Ns... > const &x) |
| apply the off-diagonal part of Q or its transposed to a vector x, given an MHN Q | |
| template<pRC::Operator::Transform OT = pRC::Operator::Transform::None, pRC::Operator::Restrict OR = pRC::Operator::Restrict::None, pRC::Operator::Hint OH = pRC::Operator::Hint::None, class T1 , pRC::Size D, class T2 , pRC::Size... Ns> requires (OR == pRC::Operator::Restrict::None) | |
| static constexpr auto | cMHN::nonTT::apply (MHNOperator< T1, D > const &op, pRC::Tensor< T2, Ns... > const &x) |
| apply (1-Q) or its transposed to a vector x, given an MHN Q | |