├── .gitignore ├── README.md ├── code ├── 0_test_environment.py ├── 1_1_vscode_jupyter.py ├── 1_2_pathpy.ipynb ├── 1_2_pathpy.py ├── 1_3_higher_order.ipynb ├── 1_3_higher_order.py ├── 1_4_temporal_networks.ipynb ├── 1_4_temporal_networks.py ├── 1_5_exploration.ipynb ├── 1_5_exploration.py ├── 1_6_multi_order.ipynb ├── 1_6_multi_order.py ├── 1_7_optimal_analysis.ipynb ├── 1_7_optimal_analysis.py ├── 1_8_exploration.ipynb ├── 1_8_exploration.py ├── 2_1_infomap_intro.ipynb ├── 2_1_infomap_intro.py ├── 2_2_explore_flight_data.ipynb ├── 2_2_explore_flight_data.py ├── 2_3_sparse_state_lumping.ipynb ├── 2_3_sparse_state_lumping.py ├── 2_4_sparse_flight_data.ipynb ├── 2_4_sparse_flight_data.py ├── 5_1_buildhon.py ├── 5_2_HONVis │ ├── HONVis_NYC_Taxi_Case_Jul_Aug.exe │ ├── QtCore4.dll │ ├── QtGui4.dll │ ├── QtOpenGL4.dll │ ├── ReadMe_honvis-tutorial-guide.docx │ ├── ReadMe_honvis-tutorial-guide.pdf │ ├── cudart32_55.dll │ ├── dependencies │ │ ├── BuildSyntheticTrajectoriesOfVariableOrders.py │ │ ├── ExtractVariableOrderRules.py │ │ └── NetworkRewiring.py │ ├── glew32.dll │ └── libGLEW.2.1.dylib ├── README.md └── state_lumping_network.py ├── data ├── NYC-data │ ├── Jul_Aug │ │ ├── avg-network-honodes.csv │ │ ├── avg_network.csv │ │ ├── avg_network.edge_bundle │ │ ├── avg_network.gdf │ │ ├── avg_network_header.csv │ │ └── meta.json │ ├── NYCPOI.csv │ ├── networks │ │ ├── 07_01.csv │ │ ├── 07_02.csv │ │ ├── 07_03.csv │ │ ├── 07_04.csv │ │ ├── 07_05.csv │ │ ├── 07_06.csv │ │ ├── 07_07.csv │ │ ├── 07_08.csv │ │ ├── 07_09.csv │ │ ├── 07_10.csv │ │ ├── 07_11.csv │ │ ├── 07_12.csv │ │ ├── 07_13.csv │ │ ├── 07_14.csv │ │ ├── 07_15.csv │ │ ├── 07_16.csv │ │ ├── 07_17.csv │ │ ├── 07_18.csv │ │ ├── 07_19.csv │ │ ├── 07_20.csv │ │ ├── 07_21.csv │ │ ├── 07_22.csv │ │ ├── 07_23.csv │ │ ├── 07_24.csv │ │ ├── 07_25.csv │ │ ├── 07_26.csv │ │ ├── 07_27.csv │ │ ├── 07_28.csv │ │ ├── 07_29.csv │ │ ├── 07_30.csv │ │ ├── 07_31.csv │ │ ├── 08_01.csv │ │ ├── 08_02.csv │ │ ├── 08_03.csv │ │ ├── 08_04.csv │ │ ├── 08_05.csv │ │ ├── 08_06.csv │ │ ├── 08_07.csv │ │ ├── 08_08.csv │ │ ├── 08_09.csv │ │ ├── 08_10.csv │ │ ├── 08_11.csv │ │ ├── 08_12.csv │ │ ├── 08_13.csv │ │ ├── 08_14.csv │ │ ├── 08_15.csv │ │ ├── 08_16.csv │ │ ├── 08_17.csv │ │ ├── 08_18.csv │ │ ├── 08_19.csv │ │ ├── 08_20.csv │ │ ├── 08_21.csv │ │ ├── 08_22.csv │ │ ├── 08_23.csv │ │ ├── 08_24.csv │ │ ├── 08_25.csv │ │ ├── 08_26.csv │ │ ├── 08_27.csv │ │ ├── 08_28.csv │ │ ├── 08_29.csv │ │ ├── 08_30.csv │ │ └── 08_31.csv │ └── nybb.txt ├── README.md ├── SyntheticTrajectoriesVariableOrders.csv ├── US_flights.ngram ├── US_flights_gt.json ├── US_flights_train.ngram ├── US_flights_validate.ngram ├── air2015_1_paths.net ├── air2015_2_paths.net ├── air2015_3_paths.net ├── air2015_4_paths.net ├── custom_template.html ├── haggle_gt.json ├── lotr_chapters.json ├── lotr_characters.json ├── manufacturing_email_gt.json ├── ninetriangles.net ├── temporal_clusters.state ├── temporal_clusters.tedges ├── temporal_networks.db ├── toy_paths.ngram ├── toy_states.net ├── tube.edges ├── tube_gt.json ├── tube_od.csv ├── tube_paths_train.ngram ├── wikipedia_clickstreams.ngram ├── wikipedia_clickstreams_gt.json ├── wikipedia_clickstreams_train.ngram └── wikipedia_clickstreams_validate.ngram ├── docs ├── 1_4_task.html ├── 1_4_temporal_networks.html ├── _config.yml ├── index.md ├── pathpy.md └── setup.md ├── figures ├── toy_states_full.png └── toy_states_sparse.png ├── live_solutions ├── 0_test_environment.py ├── 1_1_vscode_jupyter.py ├── 1_2_pathpy.py ├── 1_2_pathpy_code.py ├── 1_3_higher_order.py ├── 1_3_higher_order_code.py ├── 1_4_temporal_networks.py ├── 1_4_temporal_networks_code.py ├── 1_5_exploration.py ├── 1_6_multi_order.py ├── 1_6_multi_order_code.py ├── 1_7_optimal_analysis.py ├── 1_7_optimal_analysis_code.py ├── 1_8_exploration.py ├── 2_1_infomap_intro.py ├── 2_1_infomap_intro_code.py ├── 2_2_explore_flight_data.py ├── 2_2_explore_flight_data_code.py ├── 2_3_sparse_state_lumping.py ├── 2_3_sparse_state_lumping_code.py ├── 2_4_sparse_flight_data.py ├── 2_4_sparse_flight_data_code.py ├── README.md └── state_lumping_network.py ├── output └── .gitkeep ├── solutions ├── 1_2_pathpy.html ├── 1_2_pathpy.ipynb ├── 1_2_pathpy.py ├── 1_3_higher_order.html ├── 1_3_higher_order.ipynb ├── 1_3_higher_order.py ├── 1_4_temporal_networks.html ├── 1_4_temporal_networks.ipynb ├── 1_4_temporal_networks.py ├── 1_5_exploration.html ├── 1_5_exploration.ipynb ├── 1_5_exploration.py ├── 1_6_multi_order.html ├── 1_6_multi_order.ipynb ├── 1_6_multi_order.py ├── 1_7_generate_gt.py ├── 1_7_optimal_analysis.html ├── 1_7_optimal_analysis.ipynb ├── 1_7_optimal_analysis.py ├── 1_8_exploration.html ├── 1_8_exploration.ipynb ├── 1_8_exploration.py ├── 2_1_infomap_intro.ipynb ├── 2_1_infomap_intro.py ├── 2_2_explore_flight_data.ipynb ├── 2_2_explore_flight_data.py ├── 2_3_sparse_state_lumping.ipynb ├── 2_3_sparse_state_lumping.py ├── 2_4_sparse_flight_data.ipynb ├── 2_4_sparse_flight_data.py ├── 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