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| 1 | +# Code generation utilities |
| 2 | + |
| 3 | +These are lower-level functions that ModelingToolkit leverages to generate code for |
| 4 | +building numerical problems. |
| 5 | + |
| 6 | +```@docs |
| 7 | +ModelingToolkit.generate_rhs |
| 8 | +ModelingToolkit.generate_diffusion_function |
| 9 | +ModelingToolkit.generate_jacobian |
| 10 | +ModelingToolkit.generate_tgrad |
| 11 | +ModelingToolkit.generate_hessian |
| 12 | +ModelingToolkit.generate_W |
| 13 | +ModelingToolkit.generate_dae_jacobian |
| 14 | +ModelingToolkit.generate_history |
| 15 | +ModelingToolkit.generate_boundary_conditions |
| 16 | +ModelingToolkit.generate_cost |
| 17 | +ModelingToolkit.generate_cost_gradient |
| 18 | +ModelingToolkit.generate_cost_hessian |
| 19 | +ModelingToolkit.generate_cons |
| 20 | +ModelingToolkit.generate_constraint_jacobian |
| 21 | +ModelingToolkit.generate_constraint_hessian |
| 22 | +ModelingToolkit.generate_control_jacobian |
| 23 | +ModelingToolkit.build_explicit_observed_function |
| 24 | +``` |
| 25 | + |
| 26 | +For functions such as jacobian calculation which require symbolic computation, there |
| 27 | +are `calculate_*` equivalents to obtain the symbolic result without building a function. |
| 28 | + |
| 29 | +```@docs |
| 30 | +ModelingToolkit.calculate_tgrad |
| 31 | +ModelingToolkit.calculate_jacobian |
| 32 | +ModelingToolkit.jacobian_sparsity |
| 33 | +ModelingToolkit.jacobian_dae_sparsity |
| 34 | +ModelingToolkit.calculate_hessian |
| 35 | +ModelingToolkit.hessian_sparsity |
| 36 | +ModelingToolkit.calculate_massmatrix |
| 37 | +ModelingToolkit.W_sparsity |
| 38 | +ModelingToolkit.calculate_W_prototype |
| 39 | +ModelingToolkit.calculate_cost_gradient |
| 40 | +ModelingToolkit.calculate_cost_hessian |
| 41 | +ModelingToolkit.cost_hessian_sparsity |
| 42 | +ModelingToolkit.calculate_constraint_jacobian |
| 43 | +ModelingToolkit.calculate_constraint_hessian |
| 44 | +ModelingToolkit.calculate_control_jacobian |
| 45 | +``` |
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