https://github.com/aphp/dsfaker
Time series Generator
https://github.com/aphp/dsfaker
data faker generation time-series
Last synced: 8 months ago
JSON representation
Time series Generator
- Host: GitHub
- URL: https://github.com/aphp/dsfaker
- Owner: aphp
- License: mit
- Created: 2017-02-07T13:05:41.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2022-07-15T18:40:46.000Z (over 3 years ago)
- Last Synced: 2025-06-17T01:07:00.965Z (8 months ago)
- Topics: data, faker, generation, time-series
- Language: Python
- Homepage:
- Size: 2.35 MB
- Stars: 6
- Watchers: 4
- Forks: 4
- Open Issues: 11
-
Metadata Files:
- Readme: README.rst
- License: LICENSE.txt
Awesome Lists containing this project
README
DataScienceFaker
================
|Build Status| |codecov| |doc| |pypi_v| |pypi_month|
DSFaker aims at providing data scientists with functions for generating
and streaming arrays of data such as:
- Time-series
- Date/Datetime
- Autoincrement & random autoincrement
- Trigonometric (Sin, Sinh, Cos, Cosh, Tan, Tanh)
- Random distributions
- Pattern repetition
- Noise application
Basic operators between generators and/or python int/float types (+, -,
/, //, \*, …) are also implemented.
To generate such data, you can specify the distribution you want amongst
the ones provided by numpy.random. Or you can also implement your own
distribution to generate data.
Installation
------------
.. code-block:: shell-session
pip install dsfaker
Documentation
-------------
The documentation is available here: https://eds-aphp.github.io/dsfaker/.
.. |Build Status| image:: https://travis-ci.org/eds-aphp/dsfaker.svg?branch=master
:target: https://travis-ci.org/eds-aphp/dsfaker
.. |codecov| image:: https://codecov.io/gh/eds-aphp/dsfaker/branch/master/graph/badge.svg
:target: https://codecov.io/gh/eds-aphp/dsfaker
.. |doc| image:: https://img.shields.io/badge/docs-latest-brightgreen.svg
:target: https://eds-aphp.github.io/dsfaker/
.. |pypi_v| image:: https://img.shields.io/pypi/v/dsfaker.svg
:target: https://pypi.python.org/pypi/dsfaker
.. |pypi_month| image:: https://img.shields.io/pypi/dm/dsfaker.svg
:target: https://pypi.python.org/pypi/dsfaker