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eiso
2016-05-25
100 Awesome Women In The Open-Source Community You Should Know
100 Awesome Women In The Open-Source Community You Should Know
culture

To give you a bit of background, at source{d} we analyse every GitHub repository and run our own version of git blame (go-git) across 900 million commits. This gives us unique insight into the code published by over 6 million developers. It's important to note that this post is only based on GitHub repositories, over time we hope to expand to all Git projects hosted on the web.

There have been a lot of posts about gender in the development community, we realised that we were in a great position to contribute with data. It started with the question, how will we determine gender across 6 million developers. We took the approach of classifying names based on their statistically likelihood to be either male or female. We started with cleaning up the names used in commits: separating first names, last names and usernames. Secondly, we went to look for data sources for name genderization. Which led us to several census database (UK & USA) and several API's (primarily to cover non-latin names). After a lot of cleaning, we had compiled a database of over 144,000 names with their: gender, # of occurrences and our statistical likelihood of being correct. We are still improving and adding on different methods to determine gender to make our study more accurate before we release it.

From the 6 million developers who have publicly contributed to GitHub we were able to determine gender based on name for approx. 2 million. In the coming month, we'll be releasing different posts and analysis on this data set.

Before we post about percentages, country specific differences and trends over time, we wanted to take a moment and highlight some of the women who have been active in the open-source community. This list in no way is exhaustive, and we have tried our best to keep it as objective as possible. To do this, we decided to first slice our data set on two variables:

  1. Total # of commits
  2. Our own version of PageRank*

*We look at every developer as a node in a graph and every project they contributed to as an edge, we then weight each edge based on the ratio of # of bytes contributed to that project. Once we have this graph, we apply the PageRank algorithm. Please note that this is a reputation metric and is hence greatly influenced by the co-contributors across repositories.

We identified every developer whose name we had classified as female, whose total # of commits was above 1,000, and ordered based on PageRank. We then manually reviewed over +1000 GitHub profiles to ensure that the contributions were open-source projects. We decided to allow projects from any field (besides computer science you'll find bioinformatics and astrophysics represented here) and if there was no license but it was clearly open-source we allowed it (it's debatable if we should be more strict here).

The data set used to get to the commit count, is an analysis of the raw pack files of every public Git repository on GitHub until 21st April 2016. Often the counts of commits will differ from the GitHub profiles which seem to use a different method.

We would like to make it very clear that metrics such as PageRank, stars and followers on GitHub are pure vanity metrics. We used PageRank because we like that it shows the community aspect of whom you've worked with and on what projects but over time we'll be releasing better metrics that focus on quality & impact. As a developer today you should not be coding to get stars on GitHub.

We have tried to reached out to every person on this list to ask if they had any objection to being included or if they wanted any of their information changed (we've heard back from 72 and unfortunately had some emails bounce). If you'd still like to be excluded or have your information updated, please contact me (mailto:[email protected]). We are certain that we have missed some amazing developers and hope that it's clear that this list is to highlight just a small sample of incredible developers.

Any suggestions or improvements for posts can be requested on GitHub.

We would like the discussion for this post to happen at YC HN because we believe the community is great at self-moderating (I've personally been a user since 2008).

You can also follow the tweets of this incredible list of developers here: Twitter list.

1. Misty De Meo

Misty De Meo Based in Vancouver working at GitHub
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2. Katrina Owen

Katrina Owen
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<div class="footer">I make exercism.io</div>
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<div class="repo_footer">Level up your programming skills.</div>

3. Jess Frazelle

Jess Frazelle Based in Falken's Maze
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<div class="footer">has been called the Keyser Söze of containers, security @mesosphere, the band formerly known as a @docker maintainer</div>
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<div class="repo_footer">Go libraries providing client and server components compatible with the Docker engine</div>

4. Natalie Weizenbaum

Natalie Weizenbaum Based in Seattle working at Google
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<div class="footer">Lesbian code gardener. Basically a dryad. Lead designer and developer of @SassCSS, working for @google on @dart_lang. Avatar by @roozuhime.</div>
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5. Aria Stewart

Aria Stewart Based in Somerville, MA
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<div class="footer">Random internet positive commenter & foul weather friend.

Admin.

Unschooler. www at npmjs.

♥︎ node.js.

nb & woman.

html5 JavaScript Featured Repo
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Event-driven HTML5 Parser in Javascript

6. Caitlin Potter

Caitlin Potter Working at Igalia
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<div class="footer">Ballerina by day, ninja chemist by night</div>
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<div class="repo_footer">The official mirror of the V8 git repository</div>

7. Rebecca Turner

Rebecca Turner Based in East Bay, CA working at NPM
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<div class="footer">open DMs. iarna on github & irc, etc 

––– Biases: cynically optimistic intersectional feminist pragmatic poly queer trans femininity ––– work for npm on the cli

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a package manager for javascript

8. Julie Ralph

Julie Ralph Based in Seattle, WA working at Google
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<div class="footer">Protractor for AngularJS, works at Google</div>
<div class="repo_header"><a href="https://github.com/angular/protractor">protractor</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">E2E test framework for Angular apps</div>

9. Nicole Thomas

Nicole Thomas Based in Salt Lake City, Utah working at SaltStack
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<div class="repo_footer">Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt Open software package repository here: </div>

10. Lauren McCarthy

Lauren McCarthy Based in brooklyn, ny
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  <li><strong>5521</strong><span> Total Commits</span></li>
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<div class="footer">artist, programmer, person. @ITP_NYU faculty, @BerkmanCenter affiliate, @datasociety affiliate, making @p5xjs</div>
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<div class="repo_footer">p5.js is a JS client-side library for creating graphic and interactive experiences, based on the core principles of Processing.</div>

11. Coraline Ada Ehmke

Coraline Ada Ehmke Based in Chicago working at GitHub
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<div class="footer">Code witch. Ruby Hero. Speaker, writer, mentor, Ruby Rogues panelist. 'Notorious Social Justice Warrior' --Breitbart. https://t.co/w5rw8bPZXX</div>
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12. Julia Lawall

Julia Lawall Based in France
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<div class="footer">My current research focuses on the design and implementation of domain-specific languages, mostly targeting problems in operating systems. I have also worked on partial evaluation, optimal reduction of the lambda calculus and continuations.</div>
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<div class="repo_footer">Source code of the Coccinelle project</div>

13. Gina Trapani

Gina Trapani Based in Brooklyn, New York, USA working at Postlight
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<div class="footer">I build software at @PostlightAgency. I also made @makerbase @thinkup @todotxt & http://narrowthegapp.com. Once upon a time, I started @Lifehacker. #2Q2BSTR8 ‍‍</div>
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<div class="repo_footer">ThinkUp gives you insights into your social networking activity on Twitter, Facebook, Instagram, and beyond.</div>

14. Sara Golemon

Sara Golemon Based in Silicon Valley
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<div class="footer">lvl63 Gnomish Compiler Nerd - Working on my dual-runtime specialization.</div>
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<div class="repo_footer">A virtual machine designed for executing programs written in Hack and PHP. </div>

15. Camilla Berglund

Camilla Berglund Based in Sweden working at GLFW
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  <li><strong>1935</strong><span> Stars</span></li>
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<div class="repo_footer">A multi-platform library for OpenGL, window and input</div>

16. Jo Liss

Jo Liss
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  <li><strong>2404</strong><span> Total Commits</span></li>
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<div class="footer">Serial entrepreneur. Creator of Broccoli and other open source libraries. Feminist.</div>
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<div class="repo_footer">Browser compilation library – an asset pipeline for applications that run in the browser</div>

17. Jaana Burcu Dogan

Jaana Burcu Dogan Based in San Francisco, CA working at Google
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<div class="footer">Hacker at Google. Mostly #golang and occasionally hardware hacking. (Please don't DM, I use telegram and email.)</div>
<div class="repo_header"><a href="https://github.com/golang/mobile">mobile</a> <span class="language">Go</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">[mirror] Go on Mobile</div>

18. Lea Verou

Lea Verou Based in Boston, MA working at MIT
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<div class="footer">HCI researcher @MIT_CSAIL, @CSSWG IE, @CSSSecretsBook author, Ex @W3C staff. Made @prismjs @dabblet @prefixfree. I ♥ standards, code, design, UX, life!</div>
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<div class="repo_footer">Lightweight, robust, elegant syntax highlighting.</div>

19. Monica Dinculescu

Monica Dinculescu Based in Montreal ✈︎ Sun Funcisco ☀️ working at Google
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<div class="footer">✨Emojineer✨ on @polymer & @googlechrome. Looks like she will bite; usually doesn't. Unless you're pizza. Taiwan #1</div>
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<div class="repo_footer">A Material Design text field</div>

20. Audrey Tang

Audrey Tang Based in Taipei, Taiwan working at Apple & SocialText
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<div class="footer">Civic hacker @g0vtw. Grew up among Tiananmen exiles. “Conservative Anarchist.”

Consultant @ Apple, OUP and Socialtext. ⛏ #Perl6 #Haskell #EtherCalc #MoeDict

ethercalc JavaScript Featured Repo
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Node.js port of Multi-user SocialCalc

21. Jeanine Adkisson

Jeanine Adkisson Based in Berkeley, CA working at GoodGuide
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  <li><strong>3030</strong><span> Total Commits</span></li>
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<div class="footer">Gayer than you can possibly imagine. I design languages. ask me about my cool new language @tuliplang. </div>
<div class="repo_header"><a href="https://github.com/jneen/tulip">tulip</a> <span class="language">Lua</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Tulip, an untyped functional language which is going to be pretty cool</div>

22. Ola Sitarska

Ola Sitarska Based in London, UK working at Potato
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<div class="footer">miss radiating enthusiasm. ✨ senior developer @potatolondon, co-founder @djangogirls, organizer @djangoconeurope & @djangounderhood</div>
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<div class="repo_footer">Website for DjangoGirls.org</div>

23. Emily Stark

Emily Stark Based in San Francisco working at Google
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  <li><strong>1970</strong><span> Total Commits</span></li>
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<div class="footer">Security engineer working on @GoogleChrome and Blink, trying to make the web a less scary place. Formerly @meteorjs.</div>
<div class="repo_header"><a href="https://github.com/meteor/meteor">meteor</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Meteor, the JavaScript App Platform</div>

24. Elizabeth Mattijsen

Elizabeth Mattijsen Based in The Netherlands
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<div class="footer">Since her retirement, she has been busy supporting the world-wide Perl community in general, and the development of Rakudo Perl 6 in particular.  You may have seen her at events like FOSDEM, OSCON and many more Perl oriented events like the YAPC’s (Yet Another Perl Conference) in the US, in Europe and in Japan.  She also writes the Perl 6 Weekly blog.</div>
<div class="repo_header"><a href="https://github.com/rakudo/rakudo">rakudo</a> <span class="language">Perl6</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Rakudo Perl -- Perl 6 on MoarVM and the JVM</div>

25. Lindsey Kuper

Lindsey Kuper Based in Santa Clara, CA working at Intel Labs
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<div class="footer">A little bit “Permit yourself to open a book and start reading from anywhere”; a little bit “I HAVE NO TOOLS BECAUSE I'VE DESTROYED MY TOOLS WITH MY TOOLS”.</div>
<div class="repo_header"><a href="https://github.com/iu-parfunc/lvars">lvars</a> <span class="language">Haskell</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">The LVish Haskell library </div>

26. Colleen Murphy

Colleen Murphy Based in Portland, Oregon working at Hewlett-Packard
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<div class="footer">Core reviewer on the OpenStack Puppet Modules team, on the puppet modules subteam on the OpenStack Infrastructure team and chief shepherd for the Infra Cloud project.</div>
<div class="repo_header"><a href="https://github.com/puppetlabs/modulesync">modulesync</a> <span class="language">Ruby</span> <span class="featured_repo">Featured Repo</span></div>
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  <li><strong>125</strong><span> Commits by @cmurphy</span></li>
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<div class="repo_footer">Synchronize common files between github module repositories.</div>

27. Eileen McNaughton

Eileen McNaughton Working at Fuzion
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<div class="footer">Key contributor within the CiviCRM community.</div>
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<div class="repo_footer">CiviCRM (Core Application and Framework)</div>

28. Heather Miller

Heather Miller Based in Lausanne, Switzerland working at LAMP lab @ EPFL
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  <li><strong>2762</strong><span> Total Commits</span></li>
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<div class="footer">Research Scientist, Executive Director of the Scala Center at EPFL. Past life: artist @ Cooper Union</div>
<div class="repo_header"><a href="https://github.com/scala/scala">scala</a> <span class="language">Scala</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">The Scala programming language</div>

29. Linda

Linda Based in Tokyo, Japan
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<div class="footer">ソフトウェアエンジニア (Developer + QA).趣味で C++,Ruby,TypeScript,Dachs をVimったりする.計算機言語などのプログラミングツールが好き.あと写真も楽しい.犬.</div>
<div class="repo_header"><a href="https://github.com/rhysd/Dachs">Dachs</a> <span class="language">C++</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Dachs; A Doggy :dog: Programming Language written in C++14.</div>

30. Raquel Vélez

Raquel Vélez Based in Bay Area, CA working at NPM
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<div class="footer">purveyor of flan ∙ web wombat at @npmjs ∙ polyglot ∙ co-host of @reactivepod</div>
<div class="repo_header"><a href="https://github.com/npm/newww">newww</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">The npm website</div>

31. Emily Stolfo

Emily Stolfo Based in Berlin working at MongoDB
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<div class="footer">gem install mongo; gem install mongoid</div>
<div class="repo_header"><a href="https://github.com/mongodb/mongo-ruby-driver">mongo-ruby-driver</a> <span class="language">Ruby</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Ruby driver for MongoDB</div>

32. Gina Häußge

Gina Häußge Based in Obertshausen, Germany
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<div class="footer">Passionate code monkey, creator of OctoPrint</div>
<div class="repo_header"><a href="https://github.com/foosel/OctoPrint">OctoPrint</a> <span class="language">Python</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">OctoPrint is the snappy web interface for your 3D printer!</div>

33. Margaret Leibovic

Margaret Leibovic Based in Toronto, Ontario working at Mozilla
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<div class="footer">Firefox for Android engineering manager at Mozilla. I like the web, running, and food.</div>
<div class="repo_header"><a href="https://github.com/mozilla/gecko-dev">gecko-dev</a> <span class="language">Java</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Git mirror of the Mercurial gecko repository</div>

34. Siri Hansen

Siri Hansen Based in Stockholm, Sweden working at Ericsson
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<div class="repo_footer">Erlang/OTP</div>

35. Varya Stepanova

Varya Stepanova Based in Helsinki working at SC5
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<div class="footer">Frontend dev for SC5 (Helsinki). Before was TMG (Amsterdam) and Yandex (Moscow). Truly BEM #b_ adept and a cat fan. For tweets in Russian follow @toivonens.</div>
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<div class="repo_footer">Styleguide generator is a handy little tool that helps you generate good looking styleguides from stylesheets using KSS notation</div>

36. Soledad Penadés

Soledad Penadés Based in London, UK working at Mozilla
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<div class="repo_footer">A fun camera app to process images in real time, using Web technologies.</div>

37. Ashley Williams

Ashley Williams Based in NYC, USA working at NPM
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<div class="footer">a mess like this is easily five to ten years ahead of its time. human, @npmjs. @nodejs board of directors. founder, @node_together.</div>
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<div class="repo_footer">a celebration and exploration of the open web, for and by those interested in becoming responsible and informed web- makers and consumers</div>

38. Jennifer Bryan

Jennifer Bryan Based in Vancouver, BC working at University of British Columbia
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<div class="footer">prof at UBC, humane #rstats, statistics, teach @STAT545, @ropensci</div>
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<div class="repo_footer">Google Spreadsheets R API</div>

39. Rebecca Murphey

Rebecca Murphey Based in Austin, TX working at Indeed
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<div class="footer">Software engineer @IndeedEng.</div>
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<div class="repo_footer">Home of Toura Mulberry, tools and a framework for quickly producing cross-platform mobile applications using Javascript, HTML, CSS, and PhoneGap</div>

40. Delisa Mason

Delisa Mason Working at BugSnag
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<div class="footer">Hacking back in time  

Lead Open Source Engineer @bugsnag

redcar Ruby Featured Repo
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41. Nelle Varoquaux

Nelle Varoquaux Based in Paris working at Center for Computational Biology
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<div class="footer">Currently PHD candidate at MINES ParisTech</div>
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<div class="repo_footer">Git repository of MarkUs</div>

42. Mikayla Hutchinson

Mikayla Hutchinson Based in Somerville, MA, USA working at Xamarin
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<div class="footer">Xamarin Technical PM, gamedev, silversmith, baker, ratmom. I make tools to help people create wonderful things.</div>
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<div class="repo_footer">MonoDevelop is a cross platform IDE mostly aimed at Mono/.NET developers</div>

43. Corinna Vinschen

Corinna Vinschen Working at RedHat
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<div class="footer">Lead since mid-2014 on Cygwin at RedHat</div>
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<div class="repo_footer">Cygwin newlib mirror </div>

44. Sarah Allen

Sarah Allen Based in San Francisco, CA working at 18F
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<div class="footer">I write code, connect pixels and speak truth to make change. @bridgefoundry @mightyverse @18F</div>
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<div class="repo_footer">Open Opportunities open source platform</div>

45. Marian Beermann

Marian Beermann
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<div class="repo_footer">A complete replacement for i3status</div>

46. Carol (Nichols || Goulding)

Carol (Nichols || Goulding) Based in Pittsburgh working at Integer 32
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<div class="footer">Rust developer. Pittsburgh, tech, music, sports, home improvement. I'm a maker, connector, hugger. All my mistakes/they brought me to you.</div>
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<div class="repo_footer">Simple microblogging network based on the ostatus protocol.</div>

47. Vanessa Sochat

Vanessa Sochat Based in Stanford, CA working at Stanford University
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<div class="footer">PhD student at Standord in Biomedical Informatics</div>
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<div class="repo_footer">container for deploying behavioral psychology experiments</div>

48. Kristina Chodorow

Kristina Chodorow Based in New York City working at Google
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<div class="footer">Software engineer at Google working on @bazelbuild, author of several O'Reilly books on MongoDB.</div>
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<div class="repo_footer">The Mongo Database</div>

49. Lisa Passing

Lisa Passing Based in Berlin, Germany working at Travis CI
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<div class="repo_footer">The Ember web client for Travis CI</div>

50. Alena Prokharchyk

Alena Prokharchyk Based in Mountain View, California working at Rancher Labs
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<div class="repo_footer">Mirror of Apache Cloudstack</div>

51. Katerina Marchán

Katerina Marchán Based in Oakland, CA working at NPM
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<div class="footer">Green-haired digital dryad. Boricua. Cook. Game dev. PLT nerd. npm CLI team. Queer/ace/gq.  時々日本語で書ける/hablo español/falo um pouco de BR  https://t.co/ucZRAWkG2S</div>
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<div class="repo_footer">Cheeky prototypes for Common Lisp</div>

52. Abigail Cabunoc Mayes

Abigail Cabunoc Mayes Based in Toronto, Canada working at Mozilla
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<div class="footer">Lead developer, Mozilla Science Lab (@MozillaScience) (web + science = ♥) alum:@OICR_news @wormbase @uwaterloo // Fully known & truly loved</div>
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<div class="repo_footer">Issuing badges to credit authors for their work on academic papers </div>

53. Aswini Sridhar

Aswini Sridhar Based in Somewhere else still in Earth working at MepServe
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<div class="footer">A Geek who isn't nerdy but an introvert who is workaholic & rarely, a gamer. Loves to scribble, break & code! Music made her love Signals. Books are her buddies</div>
<div class="repo_header"><a href="https://github.com/Geek-Research-Lab/MeowJS">MeowJS</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">A simple fast JavaScript Library</div>

54. Karissa McKelvey

Karissa McKelvey Based in Oakland, CA working at US Open Data
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<div class="footer">Mad science with @dat_project during the day, trumpet at night</div>
<div class="repo_header"><a href="https://github.com/maxogden/dat">dat</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">:floppy_disk: open source peer to peer data sharing</div>

55. Jessica B. Hamrick

Jessica B. Hamrick Based in Berkeley, CA working at UC Berkeley
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<div class="footer">Bayesian, pythonista, cognitive scientist, feminist. IPython and Jupyter, too.</div>
<div class="repo_header"><a href="https://github.com/jupyter/nbgrader">nbgrader</a> <span class="language">HTML</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">A system for assigning and grading notebooks</div>

56. Marina Glancy

Marina Glancy Based in Perth, Australia working at Moodle
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<div class="repo_header"><a href="https://github.com/moodle/moodle">moodle</a> <span class="language">PHP</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Moodle - the world's open source learning platform</div>

57. Alison Gianotto

Alison Gianotto Based in NYC expat in San Diego, CA working at Grokability
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<div class="footer">Hacker, co-founder/CTO @MassMosaic, creator Snipe-IT, CEO of Grokability, open sourcerer, author, speaker, devops, infosec, atheist, chaotic neutral, ENTP, NSFW</div>
<div class="repo_header"><a href="https://github.com/snipe/snipe-it">snipe-it</a> <span class="language">PHP</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">A free open source IT asset/license management system built in PHP on Laravel 4.2 and Bootstrap 3. </div>

58. Evadne Wu

Evadne Wu Based in SYD / HND / YVR / LHR working at Faria Systems
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<div class="footer">HCI & Software Architecture / Visa Collector / Open Source Contributor / International Women of Mystery</div>
<div class="repo_header"><a href="https://github.com/waveface/Partio-iOS">Partio-iOS</a> <span class="language">Objective-C</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Partio is a Latin verb meaning "to share", which is exactly what we are going to do</div>

59. Erin Braswell

Erin Braswell Based in Charlottesville, VA working at Center for Open Science
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<div class="footer">Lover of all things astronomy, science and computers; professional wrestling enthusiast</div>
<div class="repo_header"><a href="https://github.com/fabianvf/scrapi">scrapi</a> <span class="language">Python</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">A data processing pipeline that schedules and runs content harvesters, normalizes their data, and outputs that normalized data to a variety of output streams. This is part of the SHARE project, and will be used to create a free and open dataset of research (meta)data. Data collected can be explored at https://osf.io/share/, and viewed at https://osf.io/api/v1/share/search/. Developer docs can be viewed at https://osf.io/wur56/wiki</div>

60. Katharine Berry

Katharine Berry Based in Redwood City, CA working at Pebble Technology
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<div class="footer">Developer Tooling Lead and Sparkly Code Princess at @Pebble.

Almost certainly insane.

cloudpebble Python Featured Repo
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CloudPebble source. Here be dragons.

61. Joanna Rutkowska

Joanna Rutkowska Based in Warsaw working at Invisible Things Lab & QubesOS
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<div class="footer">Founder of Invisible Things Lab and @QubesOS</div>
<div class="repo_header"><a href="https://github.com/QubesOS/qubes-core-admin">qubes-core-admin</a> <span class="language">Python</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Qubes component: core-admin</div>

62. Melissa Linkert

Melissa Linkert Working at Glencoe Software
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<div class="footer">Interested in the Open Microscopy Environment</div>
<div class="repo_header"><a href="https://github.com/openmicroscopy/bioformats">bioformats</a> <span class="language">Java</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Bio-Formats is a Java library for reading and writing data in life sciences image file formats. It is developed by the  Open Microscopy Environment (particularly  UW-Madison LOCI and  Glencoe Software). Bio-Formats is released under the  GNU General Public License (GPL); commercial licenses are available from  Glencoe Software. </div>

63. Corinne Krych

Corinne Krych Based in French Riviera working at Red Hat
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<div class="footer">Mobile - HTML5 - iOS - AeroGear - RHMAP Client SDK tech lead - Red Hat</div>
<div class="repo_header"><a href="https://github.com/aerogear/aerogear-ios-cookbook">aerogear-ios-cookbook</a> <span class="language">Swift</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">The AeroGear iOS cookbook is a list of recipes to quick start your iOS AeroGear experience. Each recipe is a complete iOS app.</div>

64. Rebecca Sutton Koeser

Rebecca Sutton Koeser Based in Atlanta, Georgia, USA working at Emory University Libraries
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<div class="footer">Software Engineer, PhD in English Literature; digital libraries/digital humanities.  Python programmer, reader, gamer, gadget girl, mother.</div>
<div class="repo_header"><a href="https://github.com/emory-libraries/readux">readux</a> <span class="language">Python</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Django web application to display, annotate, and export digitized books in a Fedora Commons repository</div>

65. Melanie Warrick

Melanie Warrick Based in SF working at Skymind.io
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<div class="footer">Deep Learning Engineer at Skymind. I want to make tech sapient.</div>
<div class="repo_header"><a href="https://github.com/deeplearning4j/nd4j">nd4j</a> <span class="language">Java</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Fast, Scientific and Numerical Computing for the JVM (NDArrays)</div>

66. Louise Crow

Louise Crow Based in London (Peckham) working at mySociety
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<div class="footer">developer for @mySociety, working on Alaveteli, the FOI software behind @WhatDoTheyKnow. Live in Peckham. Personal account.</div>
<div class="repo_header"><a href="https://github.com/mysociety/alaveteli">alaveteli</a> <span class="language">Ruby</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Provide a Freedom of Information request system for your jurisdiction</div>

67. Lilia Kai

Lilia Kai Based in Open Whisper Systems working at Open WhisperSystems
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<div class="footer">ləˈlē-ə ˈkaɪ</div>
<div class="repo_header"><a href="https://github.com/WhisperSystems/TextSecure-Browser">Signal-Desktop</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Signal Private Messenger for the Desktop</div>

68. C J Silverio

C J Silverio Based in Menlo Park, CA working at NPM
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<div class="footer">Ceej aka ceejbot. THE NPM SIEGE BOT. Innovative thought admiral-ship in cat-related tweeting.</div>
<div class="repo_header"><a href="https://github.com/ceejbot/polyclay">polyclay</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">a schema-enforcing model class for node.js, with optional key-value store persistence</div>

69. Amanda Shih

Amanda Shih Based in Houstan, Texas working at OpenStax
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<div class="footer"></div>
<div class="repo_header"><a href="https://github.com/openstax/tutor-js">tutor-js</a> <span class="language">CoffeeScript</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">:mortar_board: Javascript frontend for openstax tutor</div>

70. Jana Beck

Jana Beck Based in Bay Area, CA working at Tidepool
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  <li><strong>4220</strong><span> Total Commits</span></li>
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<div class="footer">PWD (type 1). Avid QuantifiedSelfer with interests in data visualization, statistics, gamification. Coffee snob. (Slow) runner. Bike commuter.</div>
<div class="repo_header"><a href="https://github.com/tidepool-org/tideline">tideline</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Library for Tidepool's timeline-style diabetes data visualization(s) used in Blip</div>

71. Danielle Madeley

Danielle Madeley Based in Melbourne, Australia working at Squareweave
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<div class="footer">Crosslegged on the front lawn. She's had a bad pill.</div>
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<div class="repo_footer">Empathy IM Client</div>

72. Mary Rose Cook

Mary Rose Cook Based in London, England
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<div class="footer">I’m making Code Lauren (game programming for beginners). I made Gitlet, Isla, Empty Black and Pistol Slut.</div>
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<div class="repo_footer">Git implemented in JavaScript</div>

73. Alice Zoë Bevan-�McGregor

Alice Zoë Bevan-�McGregor Based in Montreal, Canada working at Illico Hodes
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<div class="footer">Currently leading a small international development team working on a WebCore (Python) job distribution and analytics platform powered by MongoDB.</div>
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<div class="repo_footer">WebCore, the super tiny and blazingly fast modular Python web nanoframework. We offer a dependency graphing extension system, MVC separation, reusable namespaces, and universal URL dispatch protocol with tight WebOb integration and natural Python semantics in a few hundred lines of code.</div>

74. Isis Agora Lovecruft

Isis Agora Lovecruft Based in 4096R/A3ADB67A2CDB8B35 working at The Tor Project
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<div class="footer">Anarchist; hacker; physicist. Core developer @torproject: #Tor bridges, #censorship circumvention, sometimes Tor Browser. they/their. !آزادی بیان برای همه</div>
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<div class="repo_footer">Personal development fork of https://git.torproject.org/bridgedb.git. Don't clone this copy of the repo, or I'll happily rebase branches out from under you. Clone https://git.torproject.org/user/isis/bridgedb.git instead.</div>

75. Sarah Bird

Sarah Bird Based in Oakland, CA working at Continuum Analytics
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<div class="footer">Developing Bokeh - an open source data visualization library</div>
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<div class="repo_footer">Interactive Web Plotting for Python</div>

76. Maira Bello

Maira Bello Working at Liferay
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<div class="repo_footer">Build UI components in a solid, flexible way</div>

77. Heather Piwowar

Heather Piwowar Working at Impactstory
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<div class="footer">cofounder of @impactstory: learn the full impact of your research. Research passion: measuring data sharing and reuse. Adore cookies+cycling+reading+my fam.</div>
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<div class="repo_footer">An api and backend code to gather the impacts of diverse scholarly products online.</div>

78. Maria Grazia Alastra

Maria Grazia Alastra
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<div class="footer">Core contributor to the DuckDuckGo - Community Platform</div>
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<div class="repo_footer">DuckDuckGo Community Platform</div>

79. Nada Amin

Nada Amin Based in Geneva, Switzerland working at LAMP lab @ EPFL
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<div class="repo_footer">Dependent Object Types (DOT), bottom up</div>

80. Sarah Vessels

Sarah Vessels Based in Nashville, TN working at GitHub
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<div class="footer">Tea drinker, gamer, developer at GitHub. Find me at https://t.co/KnsiOll0fP</div>
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<div class="repo_footer">A JavaScript implementation of the Blicblock game from The Sims 4.</div>

81. Olga Botvinnik

Olga Botvinnik Based in San Diego, CA working at UCSD
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<div class="footer">@MIT, @UCSC Alumna. PhD student in Bioinformatics @UCSanDiego. Data dula. Beware of opinions on: Python, open science, dataviz, yoga, fashion, Beyoncé.</div>
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<div class="repo_footer">Reproducible machine learning analysis of gene expression and alternative splicing data</div>

82. Remi Taylor

Remi Taylor Based in Seattle working at Google
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<div class="footer">Developer Relations @ Google Cloud Rubyist, C#, open source hacker {opinions are my own}</div>
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<div class="repo_footer">A tutorial for creating a complete application using Ruby on Google Cloud Platform</div>

83. Flavia Missi

Flavia Missi Based in Malmö, Sweden working at Min Doktor
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<div class="footer">Passionate software developer, always seeking for new challenges. Eternal learner. Pythonist from heart, in love with Golang.</div>
<div class="repo_header"><a href="https://github.com/tsuru/tsuru">tsuru</a> <span class="language">Go</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Open source, extensible and Docker-based Platform as a Service (PaaS).</div>

84. Christine Spang

Christine Spang Based in OAK | SFO working at Nylas
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<div class="footer">there's gotta be a better way | cofounder & CTO @nylas | [email protected]</div>
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<div class="repo_footer">:incoming_envelope: IMAP/SMTP sync system with modern APIs</div>

85. Lindsay Young

Lindsay Young Based in US working at 18F
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<div class="footer">Political data nerd in DC. All opinions belong to strangers. Retweets = marriage proposals.</div>
<div class="repo_header"><a href="https://github.com/18F/openFEC">openFEC</a> <span class="language">Python</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">The first RESTful API for the Federal Election Commission. We're aiming to make campaign finance more accessible for journalists, academics, developers, and other transparency seekers.</div>

86. Kylie McClain

Kylie McClain Based in North Carolina, USA
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<div class="footer">My name is Kylie McClain, and I am a 17 year old woman. I have been using computers since I was about three years old, and using Linux since age seven.</div>
<div class="repo_header"><a href="https://github.com/Somasis/beginning">beginning</a> <span class="language">Shell</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">an init system that isn't smarter than you</div>

87. Laura DeCicco

Laura DeCicco Working at U.S. Geological Survey
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<div class="repo_footer">This R package is designed to obtain its water quality sample data, streamflow data, and metadata directly from either the USGS  or EPA, as well as user-supplied text files.</div>

88. Anne Lyle

Anne Lyle Working at Ensembl.org
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<div class="repo_footer">The code to run an Ensembl website</div>

89. Kathryn Killebrew

Kathryn Killebrew Based in Philadelphia, PA working at Azavea
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  <li><strong>2564</strong><span> Total Commits</span></li>
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<div class="footer">Software developer and data wrangler.</div>
<div class="repo_header"><a href="https://github.com/WorldBank-Transport/open-transit-indicators">open-transit-indicators</a> <span class="language">Scala</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">An open-source tool to support transport agencies in planning and managing public transit systems</div>

90. Franziska Hinkelmann

Franziska Hinkelmann Based in Munich, Germany working at Google
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  <li><strong>3108</strong><span> Total Commits</span></li>
  <li><strong>10.2</strong><span> PageRank</span></li>
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<div class="footer">Mathematician turned software engineer.</div>
<div class="repo_header"><a href="https://github.com/fhinkel/InteractiveShell">InteractiveShell</a> <span class="language">HTML</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Build web apps for interactive command-line tools</div>

91. Angie Byron

Angie Byron Based in Vancouverish, BC working at Acquia
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  <li><strong>10379</strong><span> Total Commits</span></li>
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<div class="footer">Herder of cats. @Drupal core committer. Director of Community Development for @Acquia. @OReillyMedia author. @DrupalAssoc. Mom. Lesbionic Ace. Nerd. Gamer.</div>
<div class="repo_header"><a href="https://github.com/drupal/drupal">drupal</a> <span class="language">PHP</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">Verbatim mirror of the git.drupal.org repository for Drupal core. Changes will not be pulled, and merge requests will not be accepted, if you want to contribute, go to Drupal.org: </div>

92. Rachel Mandelbaum

Rachel Mandelbaum Based in Pittsburgh, Pennsylvania working at Carnegie Mellon University
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  <li><strong>3099</strong><span> Total Commits</span></li>
  <li><strong>10.0</strong><span> PageRank</span></li>
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<div class="footer">My research interests are predominantly in the areas of observational cosmology and galaxy studies, with the goal of improving our understanding of dark energy, dark matter, and galaxy formation.</div>
<div class="repo_header"><a href="https://github.com/GalSim-developers/GalSim">GalSim</a> <span class="language">Python</span> <span class="featured_repo">Featured Repo</span></div>
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  <li><strong>2075</strong><span> Commits by @rmandelb</span></li>
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<div class="repo_footer">The modular galaxy image simulation toolkit</div>

93. Ada Rose Edwards

Ada Rose Edwards Based in London, UK working at FT Labs
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  <li><strong>1753</strong><span> Total Commits</span></li>
  <li><strong>9.9</strong><span> PageRank</span></li>
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<div class="footer">JS Dev, Photography and Muay Thai. Developer for the Financial Times. Tumbr: http://sonbr.tumblr.com  (nsfw)</div>
<div class="repo_header"><a href="https://github.com/AdaRoseEdwards/contrast-widget">contrast-widget</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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  <li><strong>6</strong><span> Stars</span></li>
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<div class="repo_footer">Bookmarklet to analyse the contrast of test elements in a document</div>

94. Lisa Ballard

Lisa Ballard Based in San Francisco, CA working at NASA PDS Rings Node, SETI Institute
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  <li><strong>1916</strong><span> Total Commits</span></li>
  <li><strong>9.9</strong><span> PageRank</span></li>
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<div class="footer">Web dev, hacker, space geek. Science, nature, wildlife, health, social justice. NASASocial Alum. Learning to scuba dive.</div>
<div class="repo_header"><a href="https://github.com/basilleaf/spaceprob.es">spaceprob.es</a> <span class="language">JavaScript</span> <span class="featured_repo">Featured Repo</span></div>
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  <li><strong>272</strong><span> Commits by @basilleaf</span></li>
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<div class="repo_footer">Spaceprob.es catalogs the active human-made machines that freckle our solar system and dot our galaxy</div>

95. Emma Strubell

Emma Strubell Based in Amherst, MA working at UMass Amherst
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  <li><strong>1159</strong><span> Total Commits</span></li>
  <li><strong>9.9</strong><span> PageRank</span></li>
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<div class="footer">I'm a Ph.D. student at UMass Amherst working in the Information Extraction and Synthesis Laboratory with Professor Andrew McCallum.</div>
<div class="repo_header"><a href="https://github.com/factorie/factorie">factorie</a> <span class="language">Scala</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.</div>

96. Lisa Glendenning

Lisa Glendenning Based in Seattle, Washington working at University of Washington
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  <li><strong>1686</strong><span> Total Commits</span></li>
  <li><strong>9.9</strong><span> PageRank</span></li>
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<div class="footer">I am a Ph.D. candidate advised by Thomas Anderson and Arvind Krishnamurthy at the University of Washington. My research focuses on building blocks for fault-tolerant distributed systems.</div>
<div class="repo_header"><a href="https://github.com/lisaglendenning/zookeeper-lite">zookeeper-lite</a> <span class="language">Java</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">A "lite" implementation of both the server and client ZooKeeper protocol.</div>

97. Jessica Ker

Jessica Ker Based in St. Louis, MO working at Stripe
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  <li><strong>1143</strong><span> Total Commits</span></li>
  <li><strong>9.8</strong><span> PageRank</span></li>
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<div class="footer">Functional developer, speaker, mother, crazy nut. Stripe. Learning and growing. </div>
<div class="repo_header"><a href="https://github.com/jessitron/bison">bison</a> <span class="language">Scala</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">When Code Reacts to Data: demonstrating a dataflow programming style with scalaz-streams</div>

98. Irene Knapp

Irene Knapp Based in California working at Google
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  <li><strong>2110</strong><span> Total Commits</span></li>
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<div class="footer">Smart, funny, occasionally sarcastic.</div>
<div class="repo_header"><a href="https://github.com/IreneKnapp/modern-data">modern-data</a> <span class="language">C</span> <span class="featured_repo">Featured Repo</span></div>
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<div class="repo_footer">A self-describing binary data format for dependently-typed object graphs.</div>

99. Anna Schneider

Anna Schneider Based in Bay Area, CA working at WattTime
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  <li><strong>1830</strong><span> Total Commits</span></li>
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<div class="footer">Co-founder + CTO @wattTime, Climate Fellow @echoinggreen, Berkeley PhD, #ForbesUnder30. Thinking about Python, clean tech, inclusive STEM, tech for good.</div>
<div class="repo_header"><a href="https://github.com/WattTime/pyiso">pyiso</a> <span class="language">Python</span> <span class="featured_repo">Featured Repo</span></div>
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  <li><strong>291</strong><span> Commits by @aschn</span></li>
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<div class="repo_footer">Python client libraries for ISO and other power grid data sources.</div>

100. Tara L Andrews

Tara L Andrews Based in Zürich, Switzerland working at University of Bern
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  <li><strong>1444</strong><span> Total Commits</span></li>
  <li><strong>9.6</strong><span> PageRank</span></li>
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<div class="footer">Byzantine historian, computer geek. Asst Prof of Digital Humanities, University of Bern. Long-distance cyclist and runner catching the triathlon bug.</div>
<div class="repo_header"><a href="https://github.com/tla/stemmatology">stemmatology</a> <span class="language">Perl</span> <span class="featured_repo">Featured Repo</span></div>
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  <li><strong>666</strong><span> Commits by @tla</span></li>
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<div class="repo_footer">A Perl library for modelling textual variation.</div>