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Search.setIndex({"alltitles": {"Accessing the solution": [[12, "Accessing-the-solution"], [13, "Accessing-the-solution"], [14, "Accessing-the-solution"]], "Acknowledgments": [[10, "acknowledgments"]], "AlvLouWeh2017Extractor": [[6, "AlvLouWeh2017Extractor"]], "Authors": [[10, "authors"]], "Basic collector": [[5, "Basic-collector"]], "Benchmark Problems": [[3, null], [8, null]], "Bin Packing": [[8, "Bin-Packing"]], "Capacitated P-Median": [[8, "Capacitated-P-Median"]], "Citing MIPLearn": [[10, "citing-miplearn"]], "Collectors & Extractors": [[0, null]], "Complete example": [[9, "Complete-example"]], "Components": [[1, null]], "Configuring the solver": [[9, "Configuring-the-solver"]], "Contents": [[10, "contents"]], "Data fields": [[5, "Data-fields"]], "Example": [[5, "Example"], [5, "id1"], [6, "Example"], [6, "id1"], [7, "Example"], [8, "Example"], [8, "id3"], [8, "id6"], [8, "id9"], [8, "id12"], [8, "id15"], [8, "id18"], [8, "id21"], [8, "id24"]], "Examples": [[7, "Examples"], [7, "id1"], [7, "id2"]], "Expert primal component": [[7, "Expert-primal-component"]], "Feature Extractors": [[6, null]], "Formulation": [[8, "Formulation"], [8, "id1"], [8, "id4"], [8, "id7"], [8, "id10"], [8, "id13"], [8, "id16"], [8, "id19"], [8, "id22"]], "Generating training data": [[11, "Generating-training-data"], [12, "Generating-training-data"], [13, "Generating-training-data"], [14, "Generating-training-data"]], "Getting started (Gurobipy)": [[12, null]], "Getting started (JuMP)": [[13, null]], "Getting started (Pyomo)": [[14, null]], "H5FieldsExtractor": [[6, "H5FieldsExtractor"]], "HDF5 Format": [[5, "HDF5-Format"]], "Helpers": [[2, null]], "Independent vars primal component": [[7, "Independent-vars-primal-component"]], "Installation": [[12, "Installation"], [13, "Installation"], [14, "Installation"]], "Introduction": [[12, "Introduction"], [13, "Introduction"], [14, "Introduction"]], "Joint vars primal component": [[7, "Joint-vars-primal-component"]], "Learning Solver": [[9, 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[5, 8, 12, 13, 14], "would": [6, 7], "wrapper": [7, 12, 13, 14], "write": [4, 5, 12, 13, 14], "write_jld2": 13, "write_mp": 0, "write_pkl_gz": [2, 5, 6, 9, 11, 12, 14], "written": 8, "x": [0, 3, 5, 7, 8, 9, 11, 12, 13, 14], "x1": [5, 6], "x2": [5, 6], "x3": [5, 6], "x4": 5, "x5": 5, "x_": 8, "x_1": 7, "x_e": 8, "x_i": [7, 8, 12, 13, 14], "x_j": [7, 8], "x_l": 7, "x_n": 7, "x_u": 8, "x_v": 8, "x_val": 11, "xavier": 10, "xi": 3, "xiaoyi": 10, "xpress": [10, 11, 12, 13, 14], "xpress_persist": 14, "y": [0, 3, 5, 7, 8, 9, 11, 12, 13, 14], "y_i": [8, 12, 13, 14], "y_j": [7, 8], "y_proba": 1, "yi": 3, "you": [0, 6, 8, 10, 13], "your": [8, 10, 12, 13, 14], "zenodo": 10, "zero": [1, 7, 11]}, "titles": ["<span class=\"section-number\">11. </span>Collectors & Extractors", "<span class=\"section-number\">12. </span>Components", "<span class=\"section-number\">14. </span>Helpers", "<span class=\"section-number\">10. </span>Benchmark Problems", "<span class=\"section-number\">13. </span>Solvers", "<span class=\"section-number\">6. </span>Training Data Collectors", "<span class=\"section-number\">7. </span>Feature Extractors", "<span class=\"section-number\">8. </span>Primal Components", "<span class=\"section-number\">5. </span>Benchmark Problems", "<span class=\"section-number\">9. </span>Learning Solver", "MIPLearn", "<span class=\"section-number\">4. </span>User cuts and lazy constraints", "<span class=\"section-number\">2. </span>Getting started (Gurobipy)", "<span class=\"section-number\">3. </span>Getting started (JuMP)", "<span class=\"section-number\">1. </span>Getting started (Pyomo)"], "titleterms": {"abstract": 4, "access": [12, 13, 14], "acknowledg": 10, "action": [1, 7], "alvlouweh2017": 0, "alvlouweh2017extractor": 6, "api": 10, "author": 10, "basic": [0, 5], "benchmark": [3, 8], "bin": 8, "binpack": 3, "capacit": 8, "cite": 10, "classifi": 0, "collector": [0, 5], "commit": 8, "complet": 9, "compon": [1, 7], "configur": 9, "constraint": 11, "content": 10, "cover": 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