Skip to main content

Generate forecasts using several time series forecasting models in python.

Project description

About foresee

Provided a time series and a few parameters, foresee can generate forecasts using several time series forecasting models in python and if requested, it can find the best model and results using out of sample forecast accuracy.

Example

before installation

try it out at: https://easy-forecast.herokuapp.com/

after installation

basic example, one-column dataframe, no UI

basic example, multi-column dataframe, no UI

basic example, with UI

Documentation

read the docs

installation

pip install foresee

Contributing

Contributions in any form are welcome, including:

  • Documentation improvements
  • Additional tests
  • New features to existing models
  • New models

Discussions take place at foresee channel on slack

join us on slack

Bug Reports

Bug reports can be submitted to the issue tracker at

https://github.com/foresee/foresee/issues

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

foresee-0.1.0a9.tar.gz (58.0 kB view details)

Uploaded Source

Built Distribution

foresee-0.1.0a9-py3-none-any.whl (70.0 kB view details)

Uploaded Python 3

File details

Details for the file foresee-0.1.0a9.tar.gz.

File metadata

  • Download URL: foresee-0.1.0a9.tar.gz
  • Upload date:
  • Size: 58.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.5

File hashes

Hashes for foresee-0.1.0a9.tar.gz
Algorithm Hash digest
SHA256 e1471131c39d4a27693c99b2fb61eb3a07c102d6247967bdb0a1efe6b9c66bd0
MD5 a40317fc8eaefd8873e686ed50d6f8c9
BLAKE2b-256 ccf45cc3b4df12068af634462e1511d34f3ae17daaf40bb47540bea74ff633c6

See more details on using hashes here.

File details

Details for the file foresee-0.1.0a9-py3-none-any.whl.

File metadata

  • Download URL: foresee-0.1.0a9-py3-none-any.whl
  • Upload date:
  • Size: 70.0 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.4.2 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.45.0 CPython/3.6.5

File hashes

Hashes for foresee-0.1.0a9-py3-none-any.whl
Algorithm Hash digest
SHA256 2b6e48b55b028d83bcc05f31b0dfbd4c3f0bacb5a31525118f5f38cc4ef831c7
MD5 5933b208317ad1803ef5065830ad81e4
BLAKE2b-256 dd2d9b3f8722bd355fd6141f409380b9ccfe7e8fbf69cbc3e7844301d4d42f71

See more details on using hashes here.

Supported by

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