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Fix mermaid?
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janosg committed Nov 4, 2024
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10 changes: 5 additions & 5 deletions docs/source/how_to/how_to_algorithm_selection.ipynb
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"graph LR\n",
" classDef highlight fill:#FF4500;\n",
" A[\"Do you have<br/>nonlinear constraints?\"] -- yes --> B[\"differentiable?\"]\n",
" B[\"Is your objective function differentiable?\"] -- yes --> C[\"'ipopt', 'nlopt_slsqp', 'scipy_trust_constr', ...\"]\n",
" B[\"differentiable?\"] -- no --> D[\"'scipy_cobyla', 'nlopt_cobyla', ...\"]\n",
" B[\"Is your objective function differentiable?\"] -- yes --> C[\"'ipopt', 'nlopt_slsqp', 'scipy_trust_constr'\"]\n",
" B[\"differentiable?\"] -- no --> D[\"'scipy_cobyla', 'nlopt_cobyla'\"]\n",
"\n",
" A[\"Do you have<br/>nonlinear constraints?\"] -- no --> E[\"Can you exploit<br/>a least-squares<br/>structure?\"]\n",
" E[\"Can you exploit<br/>a least-squares<br/>structure?\"] -- yes --> F[\"differentiable?\"]\n",
" E[\"Can you exploit<br/>a least-squares<br/>structure?\"] -- no --> G[\"differentiable?\"]\n",
"\n",
" F[\"differentiable?\"] -- yes --> H[\"'scipy_ls_lm', 'scipy_ls_trf', 'scipy_ls_dogleg', ...\"]\n",
" F[\"differentiable?\"] -- no --> I[\"'nag_dflos', 'pounders', 'tao_pounders', ...\"]\n",
" F[\"differentiable?\"] -- yes --> H[\"'scipy_ls_lm', 'scipy_ls_trf', 'scipy_ls_dogleg'\"]\n",
" F[\"differentiable?\"] -- no --> I[\"'nag_dflos', 'pounders', 'tao_pounders'\"]\n",
"\n",
" G[\"differentiable?\"] -- yes --> J[\"'scipy_lbfgsb', 'nlopt_lbfgsb', 'fides', ...\"]\n",
" G[\"differentiable?\"] -- yes --> J[\"'scipy_lbfgsb', 'nlopt_lbfgsb', 'fides'\"]\n",
" G[\"differentiable?\"] -- no --> K[\"test\"]\n",
"\n",
"```\n",
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