Update LP/QP/MILP docs to cover 26.06 API additions#1339

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rg20 wants to merge 21 commits into

NVIDIA:release/26.06from

rg20:docs_26.06

Commits on May 29, 2026

Update LP/QP/MILP docs to cover 26.06 API additions

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Add a note to determinism
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Add SOCP (beta) documentation for 26.06

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Fix intro sentence to include writing in C API RST

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Fix CUOPT_MIP_OBJECTIVE_STEP docs: 0/1 toggle, default 1 (enabled)

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Split LP/QP/SOCP and MIP docs into separate sections

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Fix Python index title underline and remove old combined doc files

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Reorganize docs into continuous/ and mip/ subdirectories

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Fix SOCP docs: users specify QCQP form, not cone constraints directly

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Remove redundant beta note text in QCQP/SOCP section

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Clarify SOCP docs: SOC-structured quadratic inequalities only, not general QCQP

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Update third-party modeling language support table

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Add QP support for GAMS in modeling language table

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Commits on Jun 1, 2026