<commit_before>[![Build Status](https://travis-ci.org/pyamg/pyamg.png?branch=master)](https://travis-ci.org/pyamg/pyamg)
[![Coverage Status](https://coveralls.io/repos/pyamg/pyamg/badge.svg)](https://coveralls.io/r/pyamg/pyamg)
[![PyPi](https://img.shields.io/pypi/pyversions/pyamg.svg)](https://pypi.python.org/pypi/pyamg/)
[![Downloads](https://img.shields.io/pypi/dm/pyamg.svg)](https://pypi.python.org/pypi/pyamg/)
[![Version](https://img.shields.io/github/tag/pyamg/pyamg.svg)](https://github.com/pyamg/pyamg)

# Installation
PyAMG requires `numpy` and `scipy`

      pip install pyamg

or

      python setup.py install


# Introduction

PyAMG is a library of **Algebraic Multigrid (AMG)** solvers with a convenient Python interface.  

![](Docs/logo/PyAMG_logo.png)
![](Docs/logo/CS_logo.png)

PyAMG is developed by **[<NAME>](http://graphics.cs.uiuc.edu/~wnbell/)**, **[<NAME>](http://www.cs.uiuc.edu/homes/lukeo/)**, and **[<NAME>](http://grandmaster.colorado.edu/~jacob/index.html)**, in the **[Deparment of Computer Science](http://www.cs.uiuc.edu)** at the **[University of Illinois at Urbana-Champaign](http://www.illinois.edu)**.  Portions of the project were partially supported by the [NSF](http://www.nsf.gov) under award DMS-0612448.



# Citing<commit_msg>use all shields.io and change style to flat square<commit_after>[![Build Status](https://img.shields.io/travis/pyamg/pyamg/master.svg?style=flat-square)](https://travis-ci.org/pyamg/pyamg)
[![Coverage Status](https://img.shields.io/coveralls/pyamg/pyamg/master.svg?style=flat-square)](https://coveralls.io/r/pyamg/pyamg)
[![PyPi](https://img.shields.io/pypi/pyversions/pyamg.svg?style=flat-square)](https://pypi.python.org/pypi/pyamg/)
[![Downloads](https://img.shields.io/pypi/dm/pyamg.svg?style=flat-square)](https://pypi.python.org/pypi/pyamg/)
[![Version](https://img.shields.io/github/tag/pyamg/pyamg.svg?style=flat-square)](https://github.com/pyamg/pyamg)

# Installation
PyAMG requires `numpy` and `scipy`

      pip install pyamg

or

      python setup.py install


# Introduction

PyAMG is a library of **Algebraic Multigrid (AMG)** solvers with a convenient Python interface.  

![](Docs/logo/PyAMG_logo.png)
![](Docs/logo/CS_logo.png)

PyAMG is developed by **[<NAME>](http://graphics.cs.uiuc.edu/~wnbell/)**, **[<NAME>](http://www.cs.uiuc.edu/homes/lukeo/)**, and **[<NAME>](http://grandmaster.colorado.edu/~jacob/index.html)**, in the **[Deparment of Computer Science](http://www.cs.uiuc.edu)** at the **[University of Illinois at Urbana-Champaign](http://www.illinois.edu)**.  Portions of the project were partially supported by the [NSF](http://www.nsf.gov) under award DMS-0612448.



# Citing
{'fraction_non_alphanumeric': 0.20148975791433893, 'fraction_numerical': 0.0052141527001862194, 'mean_word_length': 4.890350877192983, 'pattern_counts': {'":': 0, '<': 9, '<?xml version=': 0, '>': 9, 'https://': 20, 'lorem ipsum': 0, 'www.': 8, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 2, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1286884', 'n_tokens_mistral': 1086, 'n_tokens_neox': 1019, 'n_words': 151}