Metadata-Version: 2.4
Name: pyradigm
Version: 0.6.6
Summary: Python-based data structure to improve handling of datasets in machine learning workflows
Project-URL: Homepage, https://github.com/raamana/pyradigm
Author-email: Pradeep Reddy Raamana <raamana@gmail.com>
License-Expression: Apache-2.0
License-File: LICENSE.txt
Keywords: data,dataset,learning,machine,provenance,python,structure,test,workflow
Classifier: Intended Audience :: Science/Research
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Software Development
Requires-Dist: numpy
Requires-Dist: scipy
Requires-Dist: setuptools
Description-Content-Type: text/markdown

# CSVs suck. Upgrade your life with pyradigm for research data management in biomedical and machine learning applications 

[![status](http://joss.theoj.org/papers/c5c231486d699bca982ca7ebd9cf32d2/status.svg)](http://joss.theoj.org/papers/c5c231486d699bca982ca7ebd9cf32d2)
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## Documentation

API and usage : http://raamana.github.io/pyradigm/

Demo notebook (no setup required) :

[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/raamana/pyradigm/master?filepath=docs%2Fusage.ipynb)


## Schematic

The illustration below describes the full functionality of `pyradigm` in the latest version `0.6`, for which docs will be updated shortly (see below illustration for docs on previous versions):

![flyer.png](docs/flyer.png)

The value of pyradigm is even more appreciated in the management of multi-modal feature sets, which becomes more efficient and easier to manage.

![multimodalflyer.png](docs/flyer_multimodal.png)

Usage/demo notebook (no setup required) :

[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/raamana/pyradigm/master?filepath=docs%2Fusage.ipynb)


Documentation : http://raamana.github.io/pyradigm/

**Name** : `pyradigm` roughly stands for PYthon based data structure to improve Dataset's InteGrity in Machine learning workflows.

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