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This Autonomous micro-mobility simulation has been developed by the MIT Media Lab - CityScience group.

Documentation website available here!

Requirements

simpy

pandas

numpy

matplotlib

networkx

scipy==1.6.0

geopandas

scikit-learn

pyproj

tqdm

tensorflow==1.15

git+git://github.com/imartinezl/pandana.git@master

Conda environment configuration used

In case you run into library compatibility problems, you can re-use or conda environment configuration by saving the code below in a .txt file and running conda create --name --file

# This file may be used to create an environment using:
# $ conda create --name <env> --file <this file>
# platform: osx-64
@EXPLICIT
https://repo.anaconda.com/pkgs/main/osx-64/blas-1.0-mkl.conda
https://repo.anaconda.com/pkgs/main/osx-64/bzip2-1.0.8-h1de35cc_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/ca-certificates-2020.12.8-hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/gettext-0.19.8.1-hb0f4f8b_2.conda
https://repo.anaconda.com/pkgs/main/noarch/importlib_metadata-1.7.0-0.conda
https://repo.anaconda.com/pkgs/main/osx-64/intel-openmp-2019.4-233.conda
https://repo.anaconda.com/pkgs/main/osx-64/jbig-2.1-h4d881f8_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/jpeg-9b-he5867d9_2.conda
https://conda.anaconda.org/conda-forge/osx-64/libcxx-11.0.0-h4c3b8ed_1.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/libiconv-1.16-h1de35cc_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/libsodium-1.0.18-h1de35cc_0.conda
https://conda.anaconda.org/conda-forge/osx-64/llvm-openmp-11.0.0-h73239a0_1.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/lzo-2.10-h1de35cc_2.conda
https://repo.anaconda.com/pkgs/main/osx-64/matplotlib-3.2.2-0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pandoc-2.10-0.conda
https://repo.anaconda.com/pkgs/main/osx-64/ripgrep-11.0.2-he32d670_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/xz-5.2.5-h1de35cc_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/yaml-0.2.5-haf1e3a3_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/zlib-1.2.11-h1de35cc_3.conda
https://repo.anaconda.com/pkgs/main/osx-64/expat-2.2.9-hb1e8313_2.conda
https://repo.anaconda.com/pkgs/main/osx-64/gmp-6.1.2-hb37e062_1.conda
https://repo.anaconda.com/pkgs/main/osx-64/icu-58.2-h0a44026_3.conda
https://repo.anaconda.com/pkgs/main/osx-64/libffi-3.3-hb1e8313_2.conda
https://conda.anaconda.org/conda-forge/osx-64/libgfortran5-9.3.0-h7cc5361_13.tar.bz2
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https://repo.anaconda.com/pkgs/main/osx-64/libspatialindex-1.9.3-h0a44026_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/lz4-c-1.9.2-h0a44026_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/mkl-2019.4-233.conda
https://repo.anaconda.com/pkgs/main/osx-64/ncurses-6.2-h0a44026_1.conda
https://conda.anaconda.org/conda-forge/osx-64/openssl-1.1.1i-h35c211d_0.tar.bz2
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https://repo.anaconda.com/pkgs/main/osx-64/snappy-1.1.8-hb1e8313_0.conda
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https://repo.anaconda.com/pkgs/main/osx-64/freetype-2.10.2-ha233b18_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/glib-2.65.0-hc5f4afa_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/libedit-3.1.20191231-h1de35cc_1.conda
https://conda.anaconda.org/conda-forge/osx-64/libgfortran-5.0.0-h7cc5361_13.tar.bz2
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https://conda.anaconda.org/conda-forge/osx-64/liblapack-3.9.0-3_h16b37ef_netlib.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/python-3.6.10-hf48f09d_2.conda
https://repo.anaconda.com/pkgs/main/osx-64/qt-5.9.7-h468cd18_1.conda
https://repo.anaconda.com/pkgs/main/osx-64/alabaster-0.7.12-py36_0.conda
https://repo.anaconda.com/pkgs/main/noarch/applaunchservices-0.2.1-py_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/appnope-0.1.0-py36hf537a9a_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/appscript-1.1.1-py36haf1e3a3_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/argh-0.26.2-py36_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/asn1crypto-1.3.0-py36_0.conda
https://repo.anaconda.com/pkgs/main/noarch/atomicwrites-1.4.0-py_0.conda
https://repo.anaconda.com/pkgs/main/noarch/attrs-19.3.0-py_0.conda
https://repo.anaconda.com/pkgs/main/noarch/backcall-0.2.0-py_0.conda
https://repo.anaconda.com/pkgs/main/noarch/backports-1.0-py_2.conda
https://repo.anaconda.com/pkgs/main/osx-64/bitarray-1.4.0-py36haf1e3a3_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/boto-2.49.0-py36_0.conda
https://conda.anaconda.org/conda-forge/noarch/cached-property-1.5.1-py_0.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/certifi-2020.12.5-py36hecd8cb5_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/chardet-3.0.4-py36_1003.conda
https://repo.anaconda.com/pkgs/main/noarch/click-7.1.2-py_0.conda
https://repo.anaconda.com/pkgs/main/noarch/cloudpickle-1.5.0-py_0.conda
https://conda.anaconda.org/conda-forge/osx-64/coincbc-2.10.5-he509fd4_1.tar.bz2
https://repo.anaconda.com/pkgs/main/noarch/colorama-0.4.3-py_0.conda
https://repo.anaconda.com/pkgs/main/noarch/contextlib2-0.6.0.post1-py_0.conda
https://conda.anaconda.org/ibmdecisionoptimization/osx-64/cplex-12.10-py36_0.tar.bz2
https://repo.anaconda.com/pkgs/main/osx-64/curl-7.71.1-hb0a8c7a_1.conda
https://repo.anaconda.com/pkgs/main/noarch/decorator-4.4.2-py_0.conda
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https://repo.anaconda.com/pkgs/main/osx-64/docutils-0.16-py36_1.conda
https://repo.anaconda.com/pkgs/main/osx-64/entrypoints-0.3-py36_0.conda
https://repo.anaconda.com/pkgs/main/noarch/et_xmlfile-1.0.1-py_1001.conda
https://repo.anaconda.com/pkgs/main/osx-64/fastcache-1.1.0-py36h1de35cc_0.conda
https://repo.anaconda.com/pkgs/main/noarch/filelock-3.0.12-py_0.conda
https://repo.anaconda.com/pkgs/main/noarch/fsspec-0.7.4-py_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/future-0.18.2-py36_1.conda
https://repo.anaconda.com/pkgs/main/noarch/glob2-0.7-py_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/gmpy2-2.0.8-py36h6ef4df4_2.conda
https://repo.anaconda.com/pkgs/main/osx-64/greenlet-0.4.16-py36haf1e3a3_0.conda
https://conda.anaconda.org/conda-forge/osx-64/hdf5-1.10.6-nompi_h0f9794f_1112.tar.bz2
https://repo.anaconda.com/pkgs/main/noarch/heapdict-1.0.1-py_0.conda
https://repo.anaconda.com/pkgs/main/noarch/idna-2.10-py_0.conda
https://repo.anaconda.com/pkgs/main/noarch/imagesize-1.2.0-py_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/immutables-0.14-py36haf1e3a3_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/ipython_genutils-0.2.0-py36_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/itsdangerous-1.1.0-py36_0.conda
https://repo.anaconda.com/pkgs/main/noarch/jdcal-1.4.1-py_0.conda
https://repo.anaconda.com/pkgs/main/noarch/json5-0.9.5-py_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/kiwisolver-1.2.0-py36h04f5b5a_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/lazy-object-proxy-1.4.3-py36h1de35cc_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/llvmlite-0.33.0-py36ha11be7d_1.conda
https://repo.anaconda.com/pkgs/main/osx-64/locket-0.2.0-py36hca03003_1.conda
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https://repo.anaconda.com/pkgs/main/noarch/pathtools-0.1.2-py_1.conda
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https://repo.anaconda.com/pkgs/main/osx-64/pickleshare-0.7.5-py36_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pkginfo-1.5.0.1-py36_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/pluggy-0.13.1-py36_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/ply-3.11-py36_0.conda
https://repo.anaconda.com/pkgs/main/noarch/prometheus_client-0.8.0-py_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/psutil-5.7.0-py36h1de35cc_0.conda
https://repo.anaconda.com/pkgs/main/osx-64/ptyprocess-0.6.0-py36_0.conda
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