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Tutorials
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<ul class="nav bd-sidenav">
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<li class="toctree-l1">
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<a class="reference internal" href="../tutorials/getting-started-pyomo/">
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1. Getting started (Pyomo)
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</a>
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<li class="toctree-l1">
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<a class="reference internal" href="../tutorials/getting-started-gurobipy/">
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2. Getting started (Gurobipy)
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<li class="toctree-l1">
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<a class="reference internal" href="../tutorials/getting-started-jump/">
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3. Getting started (JuMP)
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<li class="toctree-l1">
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<a class="reference internal" href="../tutorials/cuts-gurobipy/">
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4. User cuts and lazy constraints
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</a>
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</ul>
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<p class="caption" role="heading">
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User Guide
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5. Benchmark Problems
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</a>
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<li class="toctree-l1">
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<a class="reference internal" href="../guide/collectors/">
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6. Training Data Collectors
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</a>
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<li class="toctree-l1">
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<a class="reference internal" href="../guide/features/">
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7. Feature Extractors
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<li class="toctree-l1">
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<a class="reference internal" href="../guide/primal/">
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8. Primal Components
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</li>
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<li class="toctree-l1">
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<a class="reference internal" href="../guide/solvers/">
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9. Learning Solver
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</a>
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<p class="caption" role="heading">
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<span class="caption-text">
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Python API Reference
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<li class="toctree-l1">
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10. Benchmark Problems
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</a>
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</li>
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<li class="toctree-l1">
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<a class="reference internal" href="../api/collectors/">
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11. Collectors & Extractors
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</a>
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</li>
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<li class="toctree-l1">
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<a class="reference internal" href="../api/components/">
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12. Components
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</a>
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</li>
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<li class="toctree-l1">
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<a class="reference internal" href="../api/solvers/">
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13. Solvers
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</a>
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</li>
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<li class="toctree-l1">
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<a class="reference internal" href="../api/helpers/">
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14. Helpers
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<h1 id="index">Index</h1>
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<div class="genindex-jumpbox">
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<a href="#A"><strong>A</strong></a>
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| <a href="#B"><strong>B</strong></a>
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| <a href="#C"><strong>C</strong></a>
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| <a href="#E"><strong>E</strong></a>
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| <a href="#F"><strong>F</strong></a>
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| <a href="#G"><strong>G</strong></a>
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| <a href="#H"><strong>H</strong></a>
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| <a href="#I"><strong>I</strong></a>
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| <a href="#J"><strong>J</strong></a>
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| <a href="#L"><strong>L</strong></a>
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| <a href="#M"><strong>M</strong></a>
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| <a href="#O"><strong>O</strong></a>
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| <a href="#P"><strong>P</strong></a>
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| <a href="#R"><strong>R</strong></a>
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| <a href="#S"><strong>S</strong></a>
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| <a href="#T"><strong>T</strong></a>
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| <a href="#U"><strong>U</strong></a>
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| <a href="#W"><strong>W</strong></a>
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</div>
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<h2 id="A">A</h2>
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<table style="width: 100%" class="indextable genindextable"><tr>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel">AbstractModel (class in miplearn.solvers.abstract)</a>
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</li>
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<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.add_constr">add_constr() (miplearn.solvers.gurobi.GurobiModel method)</a>
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</li>
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</ul></td>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.add_constrs">add_constrs() (miplearn.solvers.abstract.AbstractModel method)</a>
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<ul>
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<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.add_constrs">(miplearn.solvers.gurobi.GurobiModel method)</a>
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</li>
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</ul></li>
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<li><a href="../api/collectors/#miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor">AlvLouWeh2017Extractor (class in miplearn.extractors.AlvLouWeh2017)</a>
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</li>
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</ul></td>
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</tr></table>
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<h2 id="B">B</h2>
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<table style="width: 100%" class="indextable genindextable"><tr>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/collectors/#miplearn.collectors.basic.BasicCollector">BasicCollector (class in miplearn.collectors.basic)</a>
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</li>
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<li><a href="../api/components/#miplearn.components.primal.expert.ExpertPrimalComponent.before_mip">before_mip() (miplearn.components.primal.expert.ExpertPrimalComponent method)</a>
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<ul>
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<li><a href="../api/components/#miplearn.components.primal.indep.IndependentVarsPrimalComponent.before_mip">(miplearn.components.primal.indep.IndependentVarsPrimalComponent method)</a>
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</li>
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<li><a href="../api/components/#miplearn.components.primal.joint.JointVarsPrimalComponent.before_mip">(miplearn.components.primal.joint.JointVarsPrimalComponent method)</a>
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</li>
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<li><a href="../api/components/#miplearn.components.primal.mem.MemorizingPrimalComponent.before_mip">(miplearn.components.primal.mem.MemorizingPrimalComponent method)</a>
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</li>
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</ul></li>
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</ul></td>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/problems/#miplearn.problems.binpack.BinPackData">BinPackData (class in miplearn.problems.binpack)</a>
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</li>
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<li><a href="../api/problems/#miplearn.problems.binpack.BinPackGenerator">BinPackGenerator (class in miplearn.problems.binpack)</a>
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</li>
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<li><a href="../api/problems/#miplearn.problems.binpack.build_binpack_model_gurobipy">build_binpack_model_gurobipy() (in module miplearn.problems.binpack)</a>
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</li>
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<li><a href="../api/problems/#miplearn.problems.multiknapsack.build_multiknapsack_model_gurobipy">build_multiknapsack_model_gurobipy() (in module miplearn.problems.multiknapsack)</a>
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</li>
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<li><a href="../api/problems/#miplearn.problems.pmedian.build_pmedian_model_gurobipy">build_pmedian_model_gurobipy() (in module miplearn.problems.pmedian)</a>
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</li>
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<li><a href="../api/problems/#miplearn.problems.uc.build_uc_model_gurobipy">build_uc_model_gurobipy() (in module miplearn.problems.uc)</a>
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</li>
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</ul></td>
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</tr></table>
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<h2 id="C">C</h2>
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<table style="width: 100%" class="indextable genindextable"><tr>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/helpers/#miplearn.h5.H5File.close">close() (miplearn.h5.H5File method)</a>
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</li>
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<li><a href="../api/collectors/#miplearn.collectors.basic.BasicCollector.collect">collect() (miplearn.collectors.basic.BasicCollector method)</a>
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</li>
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</ul></td>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/components/#miplearn.components.primal.mem.MergeTopSolutions.construct">construct() (miplearn.components.primal.mem.MergeTopSolutions method)</a>
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<ul>
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<li><a href="../api/components/#miplearn.components.primal.mem.SelectTopSolutions.construct">(miplearn.components.primal.mem.SelectTopSolutions method)</a>
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</li>
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<li><a href="../api/components/#miplearn.components.primal.mem.SolutionConstructor.construct">(miplearn.components.primal.mem.SolutionConstructor method)</a>
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</li>
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</ul></li>
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</ul></td>
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</tr></table>
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<h2 id="E">E</h2>
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<table style="width: 100%" class="indextable genindextable"><tr>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/components/#miplearn.components.primal.actions.EnforceProximity">EnforceProximity (class in miplearn.components.primal.actions)</a>
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</li>
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<li><a href="../api/components/#miplearn.components.primal.expert.ExpertPrimalComponent">ExpertPrimalComponent (class in miplearn.components.primal.expert)</a>
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</li>
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<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.extract_after_load">extract_after_load() (miplearn.solvers.abstract.AbstractModel method)</a>
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<ul>
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<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.extract_after_load">(miplearn.solvers.gurobi.GurobiModel method)</a>
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</li>
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</ul></li>
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</ul></td>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.extract_after_lp">extract_after_lp() (miplearn.solvers.abstract.AbstractModel method)</a>
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<ul>
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<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.extract_after_lp">(miplearn.solvers.gurobi.GurobiModel method)</a>
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</li>
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</ul></li>
|
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<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.extract_after_mip">extract_after_mip() (miplearn.solvers.abstract.AbstractModel method)</a>
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<ul>
|
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<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.extract_after_mip">(miplearn.solvers.gurobi.GurobiModel method)</a>
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</li>
|
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</ul></li>
|
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</ul></td>
|
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</tr></table>
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|
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<h2 id="F">F</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/collectors/#miplearn.classifiers.minprob.MinProbabilityClassifier.fit">fit() (miplearn.classifiers.minprob.MinProbabilityClassifier method)</a>
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|
|
|
<ul>
|
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<li><a href="../api/collectors/#miplearn.classifiers.singleclass.SingleClassFix.fit">(miplearn.classifiers.singleclass.SingleClassFix method)</a>
|
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</li>
|
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<li><a href="../api/components/#miplearn.components.primal.expert.ExpertPrimalComponent.fit">(miplearn.components.primal.expert.ExpertPrimalComponent method)</a>
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</li>
|
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<li><a href="../api/components/#miplearn.components.primal.indep.IndependentVarsPrimalComponent.fit">(miplearn.components.primal.indep.IndependentVarsPrimalComponent method)</a>
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</li>
|
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<li><a href="../api/components/#miplearn.components.primal.joint.JointVarsPrimalComponent.fit">(miplearn.components.primal.joint.JointVarsPrimalComponent method)</a>
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</li>
|
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<li><a href="../api/components/#miplearn.components.primal.mem.MemorizingPrimalComponent.fit">(miplearn.components.primal.mem.MemorizingPrimalComponent method)</a>
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</li>
|
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<li><a href="../api/solvers/#miplearn.solvers.learning.LearningSolver.fit">(miplearn.solvers.learning.LearningSolver method)</a>
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</li>
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</ul></li>
|
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</ul></td>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.fix_variables">fix_variables() (miplearn.solvers.abstract.AbstractModel method)</a>
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|
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<ul>
|
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<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.fix_variables">(miplearn.solvers.gurobi.GurobiModel method)</a>
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</li>
|
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</ul></li>
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<li><a href="../api/components/#miplearn.components.primal.actions.FixVariables">FixVariables (class in miplearn.components.primal.actions)</a>
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</li>
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</ul></td>
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</tr></table>
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<h2 id="G">G</h2>
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<table style="width: 100%" class="indextable genindextable"><tr>
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<td style="width: 33%; vertical-align: top;"><ul>
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<li><a href="../api/problems/#miplearn.problems.binpack.BinPackGenerator.generate">generate() (miplearn.problems.binpack.BinPackGenerator method)</a>
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</li>
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<li><a href="../api/helpers/#miplearn.h5.H5File.get_array">get_array() (miplearn.h5.H5File method)</a>
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</li>
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<li><a href="../api/helpers/#miplearn.h5.H5File.get_bytes">get_bytes() (miplearn.h5.H5File method)</a>
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</li>
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<li><a href="../api/collectors/#miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor.get_constr_features">get_constr_features() (miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor method)</a>
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<ul>
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<li><a href="../api/collectors/#miplearn.extractors.fields.H5FieldsExtractor.get_constr_features">(miplearn.extractors.fields.H5FieldsExtractor method)</a>
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</li>
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</ul></li>
|
|
<li><a href="../api/collectors/#miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor.get_instance_features">get_instance_features() (miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#miplearn.extractors.fields.H5FieldsExtractor.get_instance_features">(miplearn.extractors.fields.H5FieldsExtractor method)</a>
|
|
</li>
|
|
</ul></li>
|
|
</ul></td>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/helpers/#miplearn.h5.H5File.get_scalar">get_scalar() (miplearn.h5.H5File method)</a>
|
|
</li>
|
|
<li><a href="../api/helpers/#miplearn.h5.H5File.get_sparse">get_sparse() (miplearn.h5.H5File method)</a>
|
|
</li>
|
|
<li><a href="../api/collectors/#miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor.get_var_features">get_var_features() (miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#miplearn.extractors.fields.H5FieldsExtractor.get_var_features">(miplearn.extractors.fields.H5FieldsExtractor method)</a>
|
|
</li>
|
|
</ul></li>
|
|
<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel">GurobiModel (class in miplearn.solvers.gurobi)</a>
|
|
</li>
|
|
<li><a href="../api/helpers/#miplearn.io.gzip">gzip() (in module miplearn.io)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="H">H</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/collectors/#miplearn.extractors.fields.H5FieldsExtractor">H5FieldsExtractor (class in miplearn.extractors.fields)</a>
|
|
</li>
|
|
</ul></td>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/helpers/#miplearn.h5.H5File">H5File (class in miplearn.h5)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="I">I</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/components/#miplearn.components.primal.indep.IndependentVarsPrimalComponent">IndependentVarsPrimalComponent (class in miplearn.components.primal.indep)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="J">J</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/components/#miplearn.components.primal.joint.JointVarsPrimalComponent">JointVarsPrimalComponent (class in miplearn.components.primal.joint)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="L">L</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.lazy_enforce">lazy_enforce() (miplearn.solvers.abstract.AbstractModel method)</a>
|
|
</li>
|
|
</ul></td>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.learning.LearningSolver">LearningSolver (class in miplearn.solvers.learning)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="M">M</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/problems/#miplearn.problems.stab.MaxWeightStableSetData">MaxWeightStableSetData (class in miplearn.problems.stab)</a>
|
|
</li>
|
|
<li><a href="../api/problems/#miplearn.problems.stab.MaxWeightStableSetGenerator">MaxWeightStableSetGenerator (class in miplearn.problems.stab)</a>
|
|
</li>
|
|
<li><a href="../api/components/#miplearn.components.primal.mem.MemorizingPrimalComponent">MemorizingPrimalComponent (class in miplearn.components.primal.mem)</a>
|
|
</li>
|
|
<li><a href="../api/components/#miplearn.components.primal.mem.MergeTopSolutions">MergeTopSolutions (class in miplearn.components.primal.mem)</a>
|
|
</li>
|
|
<li><a href="../api/collectors/#miplearn.classifiers.minprob.MinProbabilityClassifier">MinProbabilityClassifier (class in miplearn.classifiers.minprob)</a>
|
|
</li>
|
|
<li><a href="../api/problems/#miplearn.problems.vertexcover.MinWeightVertexCoverData">MinWeightVertexCoverData (class in miplearn.problems.vertexcover)</a>
|
|
</li>
|
|
<li>
|
|
miplearn.classifiers.minprob
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#module-miplearn.classifiers.minprob">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.classifiers.singleclass
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#module-miplearn.classifiers.singleclass">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.collectors.basic
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#module-miplearn.collectors.basic">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.components.primal.actions
|
|
|
|
<ul>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.actions">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.components.primal.expert
|
|
|
|
<ul>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.expert">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.components.primal.indep
|
|
|
|
<ul>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.indep">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.components.primal.joint
|
|
|
|
<ul>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.joint">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.components.primal.mem
|
|
|
|
<ul>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.mem">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.extractors.AlvLouWeh2017
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#module-miplearn.extractors.AlvLouWeh2017">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.extractors.fields
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#module-miplearn.extractors.fields">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.h5
|
|
|
|
<ul>
|
|
<li><a href="../api/helpers/#module-miplearn.h5">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.io
|
|
|
|
<ul>
|
|
<li><a href="../api/helpers/#module-miplearn.io">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.problems.binpack
|
|
|
|
<ul>
|
|
<li><a href="../api/problems/#module-miplearn.problems.binpack">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.problems.multiknapsack
|
|
|
|
<ul>
|
|
<li><a href="../api/problems/#module-miplearn.problems.multiknapsack">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.problems.pmedian
|
|
|
|
<ul>
|
|
<li><a href="../api/problems/#module-miplearn.problems.pmedian">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.problems.setcover
|
|
|
|
<ul>
|
|
<li><a href="../api/problems/#module-miplearn.problems.setcover">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.problems.setpack
|
|
|
|
<ul>
|
|
<li><a href="../api/problems/#module-miplearn.problems.setpack">module</a>
|
|
</li>
|
|
</ul></li>
|
|
</ul></td>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li>
|
|
miplearn.problems.stab
|
|
|
|
<ul>
|
|
<li><a href="../api/problems/#module-miplearn.problems.stab">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.problems.tsp
|
|
|
|
<ul>
|
|
<li><a href="../api/problems/#module-miplearn.problems.tsp">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.problems.uc
|
|
|
|
<ul>
|
|
<li><a href="../api/problems/#module-miplearn.problems.uc">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.problems.vertexcover
|
|
|
|
<ul>
|
|
<li><a href="../api/problems/#module-miplearn.problems.vertexcover">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.solvers.abstract
|
|
|
|
<ul>
|
|
<li><a href="../api/solvers/#module-miplearn.solvers.abstract">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.solvers.gurobi
|
|
|
|
<ul>
|
|
<li><a href="../api/solvers/#module-miplearn.solvers.gurobi">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
miplearn.solvers.learning
|
|
|
|
<ul>
|
|
<li><a href="../api/solvers/#module-miplearn.solvers.learning">module</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
module
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#module-miplearn.classifiers.minprob">miplearn.classifiers.minprob</a>
|
|
</li>
|
|
<li><a href="../api/collectors/#module-miplearn.classifiers.singleclass">miplearn.classifiers.singleclass</a>
|
|
</li>
|
|
<li><a href="../api/collectors/#module-miplearn.collectors.basic">miplearn.collectors.basic</a>
|
|
</li>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.actions">miplearn.components.primal.actions</a>
|
|
</li>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.expert">miplearn.components.primal.expert</a>
|
|
</li>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.indep">miplearn.components.primal.indep</a>
|
|
</li>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.joint">miplearn.components.primal.joint</a>
|
|
</li>
|
|
<li><a href="../api/components/#module-miplearn.components.primal.mem">miplearn.components.primal.mem</a>
|
|
</li>
|
|
<li><a href="../api/collectors/#module-miplearn.extractors.AlvLouWeh2017">miplearn.extractors.AlvLouWeh2017</a>
|
|
</li>
|
|
<li><a href="../api/collectors/#module-miplearn.extractors.fields">miplearn.extractors.fields</a>
|
|
</li>
|
|
<li><a href="../api/helpers/#module-miplearn.h5">miplearn.h5</a>
|
|
</li>
|
|
<li><a href="../api/helpers/#module-miplearn.io">miplearn.io</a>
|
|
</li>
|
|
<li><a href="../api/problems/#module-miplearn.problems.binpack">miplearn.problems.binpack</a>
|
|
</li>
|
|
<li><a href="../api/problems/#module-miplearn.problems.multiknapsack">miplearn.problems.multiknapsack</a>
|
|
</li>
|
|
<li><a href="../api/problems/#module-miplearn.problems.pmedian">miplearn.problems.pmedian</a>
|
|
</li>
|
|
<li><a href="../api/problems/#module-miplearn.problems.setcover">miplearn.problems.setcover</a>
|
|
</li>
|
|
<li><a href="../api/problems/#module-miplearn.problems.setpack">miplearn.problems.setpack</a>
|
|
</li>
|
|
<li><a href="../api/problems/#module-miplearn.problems.stab">miplearn.problems.stab</a>
|
|
</li>
|
|
<li><a href="../api/problems/#module-miplearn.problems.tsp">miplearn.problems.tsp</a>
|
|
</li>
|
|
<li><a href="../api/problems/#module-miplearn.problems.uc">miplearn.problems.uc</a>
|
|
</li>
|
|
<li><a href="../api/problems/#module-miplearn.problems.vertexcover">miplearn.problems.vertexcover</a>
|
|
</li>
|
|
<li><a href="../api/solvers/#module-miplearn.solvers.abstract">miplearn.solvers.abstract</a>
|
|
</li>
|
|
<li><a href="../api/solvers/#module-miplearn.solvers.gurobi">miplearn.solvers.gurobi</a>
|
|
</li>
|
|
<li><a href="../api/solvers/#module-miplearn.solvers.learning">miplearn.solvers.learning</a>
|
|
</li>
|
|
</ul></li>
|
|
<li><a href="../api/problems/#miplearn.problems.multiknapsack.MultiKnapsackData">MultiKnapsackData (class in miplearn.problems.multiknapsack)</a>
|
|
</li>
|
|
<li><a href="../api/problems/#miplearn.problems.multiknapsack.MultiKnapsackGenerator">MultiKnapsackGenerator (class in miplearn.problems.multiknapsack)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="O">O</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.optimize">optimize() (miplearn.solvers.abstract.AbstractModel method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.optimize">(miplearn.solvers.gurobi.GurobiModel method)</a>
|
|
</li>
|
|
<li><a href="../api/solvers/#miplearn.solvers.learning.LearningSolver.optimize">(miplearn.solvers.learning.LearningSolver method)</a>
|
|
</li>
|
|
</ul></li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="P">P</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/components/#miplearn.components.primal.actions.EnforceProximity.perform">perform() (miplearn.components.primal.actions.EnforceProximity method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/components/#miplearn.components.primal.actions.FixVariables.perform">(miplearn.components.primal.actions.FixVariables method)</a>
|
|
</li>
|
|
<li><a href="../api/components/#miplearn.components.primal.actions.PrimalComponentAction.perform">(miplearn.components.primal.actions.PrimalComponentAction method)</a>
|
|
</li>
|
|
<li><a href="../api/components/#miplearn.components.primal.actions.SetWarmStart.perform">(miplearn.components.primal.actions.SetWarmStart method)</a>
|
|
</li>
|
|
</ul></li>
|
|
<li><a href="../api/problems/#miplearn.problems.pmedian.PMedianData">PMedianData (class in miplearn.problems.pmedian)</a>
|
|
</li>
|
|
<li><a href="../api/problems/#miplearn.problems.pmedian.PMedianGenerator">PMedianGenerator (class in miplearn.problems.pmedian)</a>
|
|
</li>
|
|
</ul></td>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/collectors/#miplearn.classifiers.minprob.MinProbabilityClassifier.predict">predict() (miplearn.classifiers.minprob.MinProbabilityClassifier method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#miplearn.classifiers.singleclass.SingleClassFix.predict">(miplearn.classifiers.singleclass.SingleClassFix method)</a>
|
|
</li>
|
|
</ul></li>
|
|
<li><a href="../api/components/#miplearn.components.primal.actions.PrimalComponentAction">PrimalComponentAction (class in miplearn.components.primal.actions)</a>
|
|
</li>
|
|
<li><a href="../api/helpers/#miplearn.h5.H5File.put_array">put_array() (miplearn.h5.H5File method)</a>
|
|
</li>
|
|
<li><a href="../api/helpers/#miplearn.h5.H5File.put_bytes">put_bytes() (miplearn.h5.H5File method)</a>
|
|
</li>
|
|
<li><a href="../api/helpers/#miplearn.h5.H5File.put_scalar">put_scalar() (miplearn.h5.H5File method)</a>
|
|
</li>
|
|
<li><a href="../api/helpers/#miplearn.h5.H5File.put_sparse">put_sparse() (miplearn.h5.H5File method)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="R">R</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/helpers/#miplearn.io.read_pkl_gz">read_pkl_gz() (in module miplearn.io)</a>
|
|
</li>
|
|
</ul></td>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.relax">relax() (miplearn.solvers.abstract.AbstractModel method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.relax">(miplearn.solvers.gurobi.GurobiModel method)</a>
|
|
</li>
|
|
</ul></li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="S">S</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/components/#miplearn.components.primal.mem.SelectTopSolutions">SelectTopSolutions (class in miplearn.components.primal.mem)</a>
|
|
</li>
|
|
<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.set_cuts">set_cuts() (miplearn.solvers.abstract.AbstractModel method)</a>
|
|
</li>
|
|
<li><a href="../api/collectors/#miplearn.classifiers.minprob.MinProbabilityClassifier.set_fit_request">set_fit_request() (miplearn.classifiers.minprob.MinProbabilityClassifier method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#miplearn.classifiers.singleclass.SingleClassFix.set_fit_request">(miplearn.classifiers.singleclass.SingleClassFix method)</a>
|
|
</li>
|
|
</ul></li>
|
|
<li><a href="../api/collectors/#miplearn.classifiers.minprob.MinProbabilityClassifier.set_predict_request">set_predict_request() (miplearn.classifiers.minprob.MinProbabilityClassifier method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/collectors/#miplearn.classifiers.singleclass.SingleClassFix.set_predict_request">(miplearn.classifiers.singleclass.SingleClassFix method)</a>
|
|
</li>
|
|
</ul></li>
|
|
<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.set_time_limit">set_time_limit() (miplearn.solvers.gurobi.GurobiModel method)</a>
|
|
</li>
|
|
</ul></td>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.set_warm_starts">set_warm_starts() (miplearn.solvers.abstract.AbstractModel method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.set_warm_starts">(miplearn.solvers.gurobi.GurobiModel method)</a>
|
|
</li>
|
|
</ul></li>
|
|
<li><a href="../api/problems/#miplearn.problems.setcover.SetCoverData">SetCoverData (class in miplearn.problems.setcover)</a>
|
|
</li>
|
|
<li><a href="../api/problems/#miplearn.problems.setpack.SetPackData">SetPackData (class in miplearn.problems.setpack)</a>
|
|
</li>
|
|
<li><a href="../api/components/#miplearn.components.primal.actions.SetWarmStart">SetWarmStart (class in miplearn.components.primal.actions)</a>
|
|
</li>
|
|
<li><a href="../api/collectors/#miplearn.classifiers.singleclass.SingleClassFix">SingleClassFix (class in miplearn.classifiers.singleclass)</a>
|
|
</li>
|
|
<li><a href="../api/components/#miplearn.components.primal.mem.SolutionConstructor">SolutionConstructor (class in miplearn.components.primal.mem)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="T">T</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/problems/#miplearn.problems.tsp.TravelingSalesmanData">TravelingSalesmanData (class in miplearn.problems.tsp)</a>
|
|
</li>
|
|
</ul></td>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/problems/#miplearn.problems.tsp.TravelingSalesmanGenerator">TravelingSalesmanGenerator (class in miplearn.problems.tsp)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="U">U</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/problems/#miplearn.problems.uc.UnitCommitmentData">UnitCommitmentData (class in miplearn.problems.uc)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
<h2 id="W">W</h2>
|
|
<table style="width: 100%" class="indextable genindextable"><tr>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.WHERE_CUTS">WHERE_CUTS (miplearn.solvers.abstract.AbstractModel attribute)</a>
|
|
</li>
|
|
<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.WHERE_DEFAULT">WHERE_DEFAULT (miplearn.solvers.abstract.AbstractModel attribute)</a>
|
|
</li>
|
|
<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.WHERE_LAZY">WHERE_LAZY (miplearn.solvers.abstract.AbstractModel attribute)</a>
|
|
</li>
|
|
</ul></td>
|
|
<td style="width: 33%; vertical-align: top;"><ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.abstract.AbstractModel.write">write() (miplearn.solvers.abstract.AbstractModel method)</a>
|
|
|
|
<ul>
|
|
<li><a href="../api/solvers/#miplearn.solvers.gurobi.GurobiModel.write">(miplearn.solvers.gurobi.GurobiModel method)</a>
|
|
</li>
|
|
</ul></li>
|
|
<li><a href="../api/helpers/#miplearn.io.write_pkl_gz">write_pkl_gz() (in module miplearn.io)</a>
|
|
</li>
|
|
</ul></td>
|
|
</tr></table>
|
|
|
|
|
|
|
|
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