Skip to main content

Orstein-Uhlenbeck pandemic simulation

Project description

Pandemic

An agent model in which commuting, compliance, testing and contagion parameters drive infection in a population. Agents follow OU drift processes on the plane. Viral load is estimated from geohashing. A population of 5,000,000 or so can be used without computational issue, although the default parameters for city generation assume something closer to 40,000.

Usage

The author is not an epidemiologist. There is nothing sacrosanct about the default parameters.

pip install pandemic
>> from pandemic import run
>> run()

There are a few example of modifying the parameters in pandemic.main

Basic elements of the model

Covered in this post with the followup here where possible improvements are also discussed and acknowledgements are made.

Contributing

Opinions and issues are most welcome.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pandemic-0.3.11.tar.gz (12.2 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

pandemic-0.3.11-py3-none-any.whl (18.6 kB view details)

Uploaded Python 3

File details

Details for the file pandemic-0.3.11.tar.gz.

File metadata

  • Download URL: pandemic-0.3.11.tar.gz
  • Upload date:
  • Size: 12.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.7.6

File hashes

Hashes for pandemic-0.3.11.tar.gz
Algorithm Hash digest
SHA256 dd1ed4fef75b3d92105d1ec0c0c4359fbc57bf10617686ca0ec1cdaf3523eb7c
MD5 478db806d264f3d5bb1c78bc86a17c83
BLAKE2b-256 6d396a725f2decd9ea83e10e61cafce92fabaf8542718eddbc06acc1b8eca4a0

See more details on using hashes here.

File details

Details for the file pandemic-0.3.11-py3-none-any.whl.

File metadata

  • Download URL: pandemic-0.3.11-py3-none-any.whl
  • Upload date:
  • Size: 18.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.7.6

File hashes

Hashes for pandemic-0.3.11-py3-none-any.whl
Algorithm Hash digest
SHA256 fbb5b7e555e210aeb526ded11e45a8e034a98e990fc9edd7cd6a1951e5b6afb5
MD5 4e9eeb8d620c47ed6d50f1a6568ed025
BLAKE2b-256 0c3834702df92f270eadfeab45cc3d72766b18c4724398dd776a8d3d8a238239

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page