<commit_before>| Master  | Dev |
| ------------- | ------------- |
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<img src="https://raw.githubusercontent.com/scidash/assets/master/logos/SciUnit/sci-unit-square-small.png" alt="SciUnit Logo" width="400px">

# SciUnit: A Test-Driven Framework for Formally Validating Scientific Models Against Data

## Concept
[The conference paper](https://github.com/cyrus-/papers/raw/master/sciunit-icse14/sciunit-icse14.pdf)

## Documentation
[Chapter 1](https://github.com/scidash/sciunit/blob/master/docs/chapter1.ipynb) /
[Chapter 2](https://github.com/scidash/sciunit/blob/master/docs/chapter2.ipynb) /
[Chapter 3](https://github.com/scidash/sciunit/blob/master/docs/chapter3.ipynb) /

## Basic Usage
```python<commit_msg>Added dependent repos badge<commit_after>| Master  | Dev |
| ------------- | ------------- |
| [![Travis](https://travis-ci.org/scidash/sciunit.svg?branch=master)](https://travis-ci.org/scidash/sciunit) | [![Travis](https://travis-ci.org/scidash/sciunit.svg?branch=dev)](https://travis-ci.org/scidash/sciunit)  |
| [![RTFD](https://readthedocs.org/projects/sciunit/badge/?version=master)](http://sciunit.readthedocs.io/en/latest/?badge=master) | [![RTFD](https://readthedocs.org/projects/sciunit/badge/?version=dev)](http://sciunit.readthedocs.io/en/latest/?badge=dev) |
| [![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/scidash/sciunit/master?filepath=docs%2Fchapter1.ipynb) | |
| [![Coveralls](https://coveralls.io/repos/github/scidash/sciunit/badge.svg?branch=master)](https://coveralls.io/github/scidash/sciunit?branch=master) | [![Coveralls](https://coveralls.io/repos/github/scidash/sciunit/badge.svg?branch=dev)](https://coveralls.io/github/scidash/sciunit?branch=dev) |
| [![Requirements](https://requires.io/github/scidash/sciunit/requirements.svg?branch=master)](https://requires.io/github/scidash/sciunit/requirements/?branch=master) |  [![Requirements](https://requires.io/github/scidash/sciunit/requirements.svg?branch=dev)](https://requires.io/github/scidash/sciunit/requirements/?branch=dev) |
| [![Docker Build Status](https://img.shields.io/docker/build/scidash/sciunit.svg)](https://hub.docker.com/r/scidash/sciunit/builds/) |
| [![Repos using Sciunit](https://img.shields.io/librariesio/dependent-repos/pypi/sciunit.svg)](https://github.com/scidash/sciunit/network/dependents?dependent_type=REPOSITORY)

<img src="https://raw.githubusercontent.com/scidash/assets/master/logos/SciUnit/sci-unit-square-small.png" alt="SciUnit Logo" width="400px">

# SciUnit: A Test-Driven Framework for Formally Validating Scientific Models Against Data

## Concept
[The conference paper](https://github.com/cyrus-/papers/raw/master/sciunit-icse14/sciunit-icse14.pdf)

## Documentation
[Chapter 1](https://github.com/scidash/sciunit/blob/master/docs/chapter1.ipynb) /
[Chapter 2](https://github.com/scidash/sciunit/blob/master/docs/chapter2.ipynb) /
[Chapter 3](https://github.com/scidash/sciunit/blob/master/docs/chapter3.ipynb) /

## Basic Usage
```python
{'fraction_non_alphanumeric': 0.21070693205216198, 'fraction_numerical': 0.0073209791809654545, 'mean_word_length': 5.614220877458396, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 48, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '2287782', 'n_tokens_mistral': 1748, 'n_tokens_neox': 1599, 'n_words': 95}