Adjoint for implicit equations as a generalization of backpropagation

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Adjoint Equation of a Linear System of Equations - by implicit derivative Adjoint Equation of a Linear System of Equations - by implicit derivative
Adjoint for implicit functions Adjoint for implicit functions
The idea of backpropagation: adjoint for explicit operations The idea of backpropagation: adjoint for explicit operations
Formal derivation of backpropagation: adjoint for explicit operations Formal derivation of backpropagation: adjoint for explicit operations
Backpropagation Adjoint for explicit operations Part 1 Backpropagation Adjoint for explicit operations Part 1
Backpropagation Adjoint for explicit operations Part 2 Backpropagation Adjoint for explicit operations Part 2
Adjoint Sensitivities of a Linear System of Equations - derived using the Lagrangian Adjoint Sensitivities of a Linear System of Equations - derived using the Lagrangian
Neural ODE - Pullback/vJp/adjoint rule Neural ODE - Pullback/vJp/adjoint rule