├── .gitignore ├── CHANGELOG.md ├── LICENSE ├── README.md ├── README_pkg.md ├── _config.yml ├── disropt ├── __init__.py ├── agents │ ├── __init__.py │ └── agent.py ├── algorithms │ ├── __init__.py │ ├── admm.py │ ├── algorithm.py │ ├── asymm.py │ ├── consensus.py │ ├── constraintexchange.py │ ├── dual_decomp.py │ ├── dual_subgradient.py │ ├── gradient_tracking.py │ ├── misc.py │ ├── primal_decomp.py │ ├── primal_decomp_milp.py │ ├── setmembership.py │ └── subgradient.py ├── communicators │ ├── __init__.py │ └── communicators.py ├── constraints │ ├── __init__.py │ ├── constraints.py │ ├── extended_constraint.py │ └── projection_sets.py ├── functions │ ├── __init__.py │ ├── abs.py │ ├── abstract_function.py │ ├── affine_form.py │ ├── constant.py │ ├── exp.py │ ├── extended_function.py │ ├── log.py │ ├── logistic.py │ ├── max.py │ ├── min.py │ ├── norm.py │ ├── power.py │ ├── quadratic_form.py │ ├── square.py │ ├── squared_norm.py │ ├── stochastic_function.py │ ├── submodular_func.py │ ├── utilities.py │ └── variable.py ├── problems │ ├── __init__.py │ ├── constraint_coupled_problem.py │ ├── conv_milp.py │ ├── linear_problem.py │ ├── milp.py │ ├── problem.py │ ├── projection_problem.py │ ├── quadratic_problem.py │ └── utilities.py ├── tests │ ├── __init__.py │ └── test_functions.py └── utils │ ├── LP_utils.py │ ├── __init__.py │ ├── graph_constructor.py │ └── utilities.py ├── docs ├── Makefile ├── make.bat ├── requirements.txt └── source │ ├── _static │ ├── blocks_bigdata_t.png │ ├── blocks_bigdata_t.svg │ ├── logo_ERC.pdf │ ├── logo_ERC.png │ ├── logo_ERC.svg │ ├── logo_OPT4Smart.pdf │ ├── logo_OPT4Smart.png │ └── logo_OPT4Smart.svg │ ├── acknowledgements │ └── index.rst │ ├── advanced │ ├── custom_functions.rst │ ├── index.rst │ └── problems.rst │ ├── api_documentation │ ├── disropt.agents.rst │ ├── disropt.algorithms.consensus.rst │ ├── disropt.algorithms.constraintexchange.rst │ ├── disropt.algorithms.dual.rst │ ├── disropt.algorithms.misc.rst │ ├── disropt.algorithms.rst │ ├── disropt.algorithms.setmembership.rst │ ├── disropt.algorithms.subgradient.rst │ ├── disropt.communicators.rst │ ├── disropt.constraints.constraints.rst │ ├── disropt.constraints.rst │ ├── disropt.constraints.sets.rst │ ├── disropt.functions.abstract.rst │ ├── disropt.functions.basic.rst │ ├── disropt.functions.rst │ ├── disropt.functions.special.rst │ ├── disropt.functions.submodular.rst │ ├── disropt.problems.rst │ ├── disropt.utils.rst │ └── index.rst │ ├── conf.py │ ├── examples │ ├── basic │ │ ├── admm.rst │ │ ├── asymm.rst │ │ ├── consensus.rst │ │ ├── constraints_consensus.rst │ │ ├── distributed_simplex.rst │ │ ├── dual_decomposition.rst │ │ ├── dual_subgradient.rst │ │ ├── gradient_tracking.rst │ │ ├── logic_and.rst │ │ ├── max_consensus.rst │ │ ├── primal_decomposition.rst │ │ ├── set_membership.rst │ │ └── subgradient.rst │ ├── complex │ │ ├── logistic.rst │ │ ├── pev.rst │ │ └── svm.rst │ └── index.rst │ ├── index.rst │ ├── install │ └── index.rst │ ├── quickstart │ └── index.rst │ └── tutorial │ ├── agents.rst │ ├── algorithms.rst │ ├── fig │ ├── network.png │ ├── tikz_comm_graph.pdf │ └── tikz_comm_graph.tex │ ├── functions_constraints.rst │ ├── index.rst │ ├── problems.rst │ └── setups.rst ├── examples ├── algorithms │ ├── asymm │ │ ├── launcher.py │ │ └── results.py │ ├── block_consensus │ │ ├── launcher.py │ │ ├── results.py │ │ └── results_fig.png │ ├── block_subgradient │ │ ├── launcher.py │ │ └── results.py │ ├── consensus │ │ ├── launcher.py │ │ ├── results.py │ │ └── results_fig.png │ ├── consensus_async │ │ ├── launcher.py │ │ ├── results.py │ │ ├── sequences.png │ │ └── sleep_awake.png │ ├── constraints_consensus │ │ ├── launcher.py │ │ └── results.py │ ├── distributed_ADMM │ │ ├── launcher.py │ │ └── results.py │ ├── distributed_dual_decomposition │ │ ├── launcher.py │ │ └── results.py │ ├── distributed_dual_subgradient │ │ ├── launcher.py │ │ └── results.py │ ├── distributed_primal_decomposition │ │ ├── launcher.py │ │ └── results.py │ ├── distributed_simplex │ │ ├── launcher.py │ │ ├── launcher_dual.py │ │ ├── results.py │ │ └── results_dual.py │ ├── distributed_subgradient │ │ ├── launcher.py │ │ └── results.py │ ├── gradient_tracking │ │ ├── launcher.py │ │ └── results.py │ ├── logic-and │ │ └── launcher.py │ ├── max-consensus │ │ └── launcher.py │ ├── set_membership │ │ ├── launcher.py │ │ └── results.py │ └── set_membership_async │ │ ├── awakenings.tex │ │ ├── estimates.tex │ │ ├── launcher.py │ │ └── results.py ├── basic_example.py └── setups │ ├── logistic_regression │ ├── launcher.py │ └── results.py │ ├── pev │ ├── launcher.py │ └── results.py │ └── svm │ ├── launcher.py │ └── results.py ├── readthedocs.yml ├── requirements.txt └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/OPT4SMART/disropt/HEAD/.gitignore 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