├── .cruft.json ├── .dockerignore ├── .editorconfig ├── .github ├── ISSUE_TEMPLATE │ ├── BUG-REPORT.yml │ ├── DOCS.yml │ ├── FEATURE-REQUEST.yml │ └── config.yml ├── pull_request_template.md └── workflows │ ├── commit-ci.yml │ ├── daily-scheduled-ci.yml │ ├── docs.yml │ ├── pr-ci.yml │ ├── pre-release.yml │ └── release.yml ├── .gitignore ├── .pa11yci ├── .pre-commit-config.yaml ├── CHANGELOG.md ├── CITATION.cff ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── README.md ├── conda.recipe └── meta.yaml ├── docs ├── activity_plans.md ├── api │ └── cli.md ├── contributing │ ├── coding.md │ ├── index.md │ └── non_coding.md ├── index.md ├── installation.md ├── modelling_policy_impact.md ├── overrides │ └── main.html ├── read_data.md └── static │ ├── extras.css │ └── hooks.py ├── examples ├── 01_basics.ipynb ├── 02a_tabular_read_write.ipynb ├── 02b_matsim_read_write.ipynb ├── 03_read_modify_write.ipynb ├── 04_point_sampling.ipynb ├── 05_activity_plots.ipynb ├── 05_policies_walk_through.ipynb ├── 06_travel_plots.ipynb ├── 07_travel_survey_to_matsim.ipynb ├── 08_toy_matsim_population.ipynb ├── 09_advanced_policies.ipynb ├── 10_advanced_spatial_sampling.ipynb ├── 11_Advanced_Plan_Rescheduling.ipynb ├── 12_Advanced_Adding_Vehicles.ipynb ├── 13_Advanced_Freight_Synthesis.ipynb ├── 14_Advanced_Plan_Cropping.ipynb ├── 15_advanced_choice_modelling.ipynb ├── 16_advanced_matsim_warmstarting.ipynb ├── 17_advanced_discretionary_locations.ipynb ├── 18_advanced_ipf.ipynb └── data │ ├── .DS_Store │ ├── dummyNTS │ ├── .DS_Store │ ├── NTSareas.geojson │ ├── householdeul2017.tab │ ├── individualeul2017.tab │ └── tripeul2017.tab │ ├── example_data │ ├── .DS_Store │ ├── README.md │ ├── example_attributes.csv │ ├── example_plans.xml │ ├── example_travel_diaries.csv │ ├── geometry.geojson │ ├── output_experienced_plans.xml │ └── vehicles │ │ ├── evs.xml │ │ ├── example_plans.xml │ │ ├── plans.xml │ │ └── vehicles.xml │ ├── londinium_facilities_sample.geojson │ ├── lsoas │ ├── LICENCE │ ├── LSOA_2004_London_Low_Resolution.dbf │ ├── LSOA_2004_London_Low_Resolution.prj │ ├── LSOA_2004_London_Low_Resolution.shp │ └── LSOA_2004_London_Low_Resolution.shx │ └── network_bounding_box.geojson ├── linkcheck.json ├── mkdocs.yml ├── pyproject.toml ├── requirements ├── base.txt └── dev.txt ├── resources ├── PAM-features.png ├── PAM-motivation.png ├── PAM-policy-example.png ├── example-activity-plans.png ├── example-discretionary-cases.png └── logos │ ├── large.png │ ├── large_on_grey.png │ ├── mini.png │ ├── small.png │ ├── small_on_grey.png │ └── title.png ├── src └── pam │ ├── __init__.py │ ├── activity.py │ ├── array │ ├── __init__.py │ ├── decode.py │ ├── distance.py │ └── encode.py │ ├── cli.py │ ├── core.py │ ├── fixtures │ └── dtd │ │ ├── electric_vehicles_v1.dtd │ │ ├── objectattributes_v1.dtd │ │ ├── population_v5.dtd │ │ ├── population_v6.dtd │ │ └── vehicleDefinitions_v2.0.xsd │ ├── location.py │ ├── operations │ ├── __init__.py │ ├── combine.py │ ├── cropping.py │ └── snap.py │ ├── optimise │ ├── __init__.py │ ├── grid.py │ └── random.py │ ├── planner │ ├── __init__.py │ ├── choice_location.py │ ├── clustering.py │ ├── encoder.py │ ├── ipf.py │ ├── od.py │ ├── utils_planner.py │ └── zones.py │ ├── plot │ ├── __init__.py │ ├── plans.py │ └── stats.py │ ├── policy │ ├── __init__.py │ ├── filters.py │ ├── modifiers.py │ ├── policies.py │ └── probability_samplers.py │ ├── py.typed │ ├── read │ ├── __init__.py │ ├── diary.py │ └── matsim.py │ ├── report │ ├── __init__.py │ ├── benchmarks.py │ ├── stringify.py │ └── summary.py │ ├── samplers │ ├── __init__.py │ ├── attributes.py │ ├── basic.py │ ├── facility.py │ ├── population.py │ ├── spatial.py │ ├── time.py │ └── tour.py │ ├── scoring.py │ ├── utils.py │ ├── variables.py │ ├── vehicles.py │ └── write │ ├── __init__.py │ ├── diary.py │ ├── matrices.py │ └── matsim.py └── tests ├── conftest.py ├── test_00_utils.py ├── test_01_core.py ├── test_01_core_operations.py ├── test_01_core_sample_locs.py ├── test_02_activity.py ├── test_02_activity_components.py ├── test_02_activity_fix.py ├── test_02_activity_plan.py ├── test_02_activity_trips.py ├── test_02_activity_validate.py ├── test_03_read.py ├── test_03_read_activity_plan.py ├── test_03_read_challenge.py ├── test_03_read_matsim.py ├── test_03_read_travel_diary.py ├── test_04_household_policies.py ├── test_05_filters.py ├── test_05_modifiers.py ├── test_05_modifiers_AddActivity.py ├── test_05_modifiers_MoveActivity.py ├── test_05_modifiers_ReduceSharedActivity.py ├── test_05_modifiers_RemoveActivity.py ├── test_05_policies.py ├── test_05_policies_prebaked.py ├── test_05_policy_levels.py ├── test_05_probability_samplers.py ├── test_06_activity_remove_plan.py ├── test_07_activity_fill_plan.py ├── test_08_write.py ├── test_09_samplers.py ├── test_09_samplers_tour.py ├── test_100_memory_profiling.py ├── test_10_plotting.py ├── test_11_population_sample.py ├── test_11_spatial_sampling.py ├── test_12_scoring.py ├── test_13_sample_time.py ├── test_14_encode_array.py ├── test_15_cropping.py ├── test_17_vehicles.py ├── test_18_reporting.py ├── test_18_reporting_bms.py ├── test_19_combining.py ├── test_20_planner_clustering.py ├── test_21_planner_encoder.py ├── test_22_planner_od.py ├── test_23_planner_zones.py ├── test_24_planner_choice_location.py ├── test_25_planner_utils.py ├── test_26_optimise_grid.py ├── test_27_optimise_random.py ├── test_28_planner_ipf.py ├── test_29_snap.py ├── test_99_cli.py └── test_data ├── 1.plans.xml ├── extended_persons_data.csv.gz ├── extended_travel_diaries.csv.gz ├── simple_hhs_data.csv ├── simple_persons_data.csv ├── simple_travel_diaries.csv ├── test_activity_plans.csv ├── test_geometry.geojson ├── test_link_geometry.geojson ├── test_matsim_attributes.xml ├── test_matsim_bad_attributes.xml ├── test_matsim_bad_plan.xml ├── test_matsim_experienced_plans_v12.xml ├── test_matsim_plans.xml ├── test_matsim_plansv12.xml ├── test_matsim_population_A.xml ├── test_matsim_population_B.xml └── 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