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109 lines
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109 lines
20 KiB
Markdown
[Github Ranking](../README.md)
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==========
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## Top 100 Stars in Python
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| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
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| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
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| 1 | [awesome-python](https://github.com/vinta/awesome-python) | 58777 | 11448 | Python | 439 | A curated list of awesome Python frameworks, libraries, software and resources | 2018-12-13T08:29:32Z |
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| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 53575 | 7570 | Python | 68 | Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. | 2018-12-18T11:20:56Z |
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| 3 | [models](https://github.com/tensorflow/models) | 46039 | 28053 | Python | 1324 | Models and examples built with TensorFlow | 2018-12-18T02:29:33Z |
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| 4 | [public-apis](https://github.com/toddmotto/public-apis) | 45373 | 4707 | Python | 5 | A collective list of free APIs for use in software and web development. | 2018-12-18T11:24:53Z |
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| 5 | [youtube-dl](https://github.com/rg3/youtube-dl) | 44956 | 7820 | Python | 2566 | Command-line program to download videos from YouTube.com and other video sites | 2018-12-18T11:18:21Z |
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| 6 | [flask](https://github.com/pallets/flask) | 40741 | 11734 | Python | 67 | The Python micro framework for building web applications. | 2018-12-14T18:56:27Z |
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| 7 | [thefuck](https://github.com/nvbn/thefuck) | 39350 | 1946 | Python | 159 | Magnificent app which corrects your previous console command. | 2018-12-13T14:47:45Z |
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| 8 | [httpie](https://github.com/jakubroztocil/httpie) | 38591 | 2564 | Python | 140 | As easy as httpie /aitch-tee-tee-pie/ 🥧 Modern command line HTTP client – user-friendly curl alternative with intuitive UI, JSON support, syntax highlighting, wget-like downloads, extensions, etc. https://twitter.com/clihttp | 2018-12-10T10:52:28Z |
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| 9 | [django](https://github.com/django/django) | 38316 | 16556 | Python | 189 | The Web framework for perfectionists with deadlines. | 2018-12-18T12:42:34Z |
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| 10 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 37009 | 9142 | Python | 2 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2018-12-18T07:28:04Z |
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| 11 | [keras](https://github.com/keras-team/keras) | 36511 | 13944 | Python | 2024 | Deep Learning for humans | 2018-12-17T21:37:33Z |
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| 12 | [requests](https://github.com/requests/requests) | 36248 | 6643 | Python | 138 | Python HTTP Requests for Humans™ ✨🍰✨ | 2018-12-13T21:34:12Z |
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| 13 | [ansible](https://github.com/ansible/ansible) | 34345 | 13789 | Python | 5539 | Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications — automate in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com/ansible/ | 2018-12-18T14:56:22Z |
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| 14 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 32359 | 15927 | Python | 1857 | scikit-learn: machine learning in Python | 2018-12-18T14:57:18Z |
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| 15 | [big-list-of-naughty-strings](https://github.com/minimaxir/big-list-of-naughty-strings) | 30828 | 1298 | Python | 62 | The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data. | 2018-11-23T14:54:39Z |
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| 16 | [scrapy](https://github.com/scrapy/scrapy) | 30530 | 7360 | Python | 701 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2018-12-18T13:08:35Z |
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| 17 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 27910 | 17201 | Python | 382 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2018-12-17T03:51:26Z |
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| 18 | [XX-Net](https://github.com/XX-net/XX-Net) | 25821 | 7224 | Python | 7197 | a web proxy tool | 2018-11-23T09:53:59Z |
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| 19 | [certbot](https://github.com/certbot/certbot) | 23827 | 2372 | Python | 898 | Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol. | 2018-12-18T00:37:15Z |
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| 20 | [cpython](https://github.com/python/cpython) | 21444 | 8010 | Python | 971 | The Python programming language | 2018-12-18T13:47:22Z |
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| 21 | [you-get](https://github.com/soimort/you-get) | 21296 | 4297 | Python | 306 | :arrow_double_down: Dumb downloader that scrapes the web | 2018-12-18T14:54:37Z |
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| 22 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 20710 | 2646 | Python | 97 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2018-12-16T19:47:48Z |
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| 23 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 20588 | 4589 | Python | 66 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2018-10-15T08:06:08Z |
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| 24 | [tldr](https://github.com/tldr-pages/tldr) | 19738 | 1474 | Python | 87 | :books: Simplified and community-driven man pages | 2018-12-18T14:06:04Z |
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| 25 | [Python](https://github.com/TheAlgorithms/Python) | 19428 | 5369 | Python | 155 | All Algorithms implemented in Python | 2018-12-17T15:41:12Z |
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| 26 | [home-assistant](https://github.com/home-assistant/home-assistant) | 19390 | 5694 | Python | 897 | :house_with_garden: Open source home automation that puts local control and privacy first | 2018-12-18T14:54:23Z |
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| 27 | [face_recognition](https://github.com/ageitgey/face_recognition) | 19347 | 4893 | Python | 226 | The world's simplest facial recognition api for Python and the command line | 2018-12-01T04:55:01Z |
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| 28 | [sentry](https://github.com/getsentry/sentry) | 19173 | 2214 | Python | 763 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2018-12-18T13:32:38Z |
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| 29 | [linux-insides](https://github.com/0xAX/linux-insides) | 18668 | 1987 | Python | 19 | A little bit about a linux kernel | 2018-12-16T17:06:22Z |
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| 30 | [python-patterns](https://github.com/faif/python-patterns) | 18289 | 4080 | Python | 7 | A collection of design patterns/idioms in Python | 2018-12-14T18:23:40Z |
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| 31 | [Detectron](https://github.com/facebookresearch/Detectron) | 18089 | 3716 | Python | 201 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2018-12-07T20:10:01Z |
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| 32 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 18000 | 2034 | Python | 60 | A code-completion engine for Vim | 2018-12-12T05:07:06Z |
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| 33 | [pandas](https://github.com/pandas-dev/pandas) | 17411 | 7004 | Python | 2823 | Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more | 2018-12-18T14:57:46Z |
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| 34 | [tornado](https://github.com/tornadoweb/tornado) | 17002 | 4814 | Python | 148 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2018-12-15T22:24:04Z |
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| 35 | [jieba](https://github.com/fxsjy/jieba) | 16482 | 4446 | Python | 447 | 结巴中文分词 | 2018-12-03T08:29:45Z |
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| 36 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 15902 | 2234 | Python | 42 | Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards. | 2018-12-09T15:34:22Z |
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| 37 | [pipenv](https://github.com/pypa/pipenv) | 15057 | 1104 | Python | 205 | Python Development Workflow for Humans. | 2018-12-18T08:37:26Z |
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| 38 | [gym](https://github.com/openai/gym) | 14772 | 3821 | Python | 473 | A toolkit for developing and comparing reinforcement learning algorithms. | 2018-12-17T01:56:10Z |
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| 39 | [reddit](https://github.com/reddit-archive/reddit) | 14770 | 2737 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
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| 40 | [cheat.sh](https://github.com/chubin/cheat.sh) | 14768 | 681 | Python | 27 | the only cheat sheet you need | 2018-12-09T16:40:10Z |
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| 41 | [compose](https://github.com/docker/compose) | 14651 | 2224 | Python | 601 | Define and run multi-container applications with Docker | 2018-12-16T18:49:41Z |
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| 42 | [localstack](https://github.com/localstack/localstack) | 14557 | 950 | Python | 363 | 💻 A fully functional local AWS cloud stack. Develop and test your cloud apps offline! | 2018-12-15T23:03:00Z |
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| 43 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 14496 | 4334 | Python | 8 | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | 2018-11-14T02:23:26Z |
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| 44 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14147 | 979 | Python | 10 | Guide to securing and improving privacy on macOS | 2018-12-08T00:19:55Z |
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| 45 | [ItChat](https://github.com/littlecodersh/ItChat) | 13931 | 3365 | Python | 118 | A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信,三十行即可自定义个人号机器人。 | 2018-12-11T03:55:05Z |
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| 46 | [wechat_jump_game](https://github.com/wangshub/wechat_jump_game) | 13918 | 4806 | Python | 25 | 微信《跳一跳》Python 辅助 | 2018-08-03T00:44:49Z |
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| 47 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 13709 | 1142 | Python | 35 | Monospaced font family for user interface and coding environments | 2018-12-06T05:13:40Z |
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| 48 | [algorithms](https://github.com/keon/algorithms) | 13561 | 2402 | Python | 41 | Minimal examples of data structures and algorithms in Python | 2018-12-13T08:22:34Z |
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| 49 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 13455 | 1754 | Python | 186 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2018-12-18T14:11:15Z |
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| 50 | [ipython](https://github.com/ipython/ipython) | 13216 | 3742 | Python | 1079 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2018-12-16T00:38:28Z |
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| 51 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13034 | 1697 | Python | 527 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2018-12-18T13:36:22Z |
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| 52 | [python-fire](https://github.com/google/python-fire) | 13031 | 737 | Python | 50 | Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object. | 2018-12-14T23:15:04Z |
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| 53 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 12989 | 2841 | Python | 50 | Automatic SQL injection and database takeover tool | 2018-12-17T23:35:30Z |
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| 54 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 12528 | 3816 | Python | 198 | Web APIs for Django. ⚡️ | 2018-12-18T12:04:02Z |
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| 55 | [pyspider](https://github.com/binux/pyspider) | 12453 | 3087 | Python | 207 | A Powerful Spider(Web Crawler) System in Python. | 2018-12-17T07:03:20Z |
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| 56 | [glances](https://github.com/nicolargo/glances) | 12425 | 845 | Python | 73 | Glances an Eye on your system. A top/htop alternative. | 2018-12-18T08:54:19Z |
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| 57 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 12108 | 1940 | Python | 27 | 最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人,21050首词。 | 2018-12-14T03:23:08Z |
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| 58 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 11991 | 1044 | Python | 25 | A collection of surprising Python snippets and lesser-known features. | 2018-12-16T10:53:40Z |
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| 59 | [magenta](https://github.com/tensorflow/magenta) | 11803 | 2257 | Python | 152 | Magenta: Music and Art Generation with Machine Intelligence | 2018-12-17T17:40:51Z |
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| 60 | [spaCy](https://github.com/explosion/spaCy) | 11644 | 1934 | Python | 228 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2018-12-18T14:32:52Z |
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| 61 | [algo](https://github.com/trailofbits/algo) | 11413 | 958 | Python | 71 | Set up a personal IPSEC VPN in the cloud | 2018-12-18T14:01:54Z |
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| 62 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11204 | 3207 | Python | 97 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2018-11-14T11:48:08Z |
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| 63 | [celery](https://github.com/celery/celery) | 11202 | 3029 | Python | 433 | Distributed Task Queue (development branch) | 2018-12-18T05:04:39Z |
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| 64 | [redash](https://github.com/getredash/redash) | 11197 | 1791 | Python | 443 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2018-12-18T14:55:58Z |
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| 65 | [hosts](https://github.com/StevenBlack/hosts) | 11051 | 992 | Python | 55 | Extending and consolidating hosts files from several well-curated sources like adaway.org, mvps.org, malwaredomainlist.com, someonewhocares.org, and potentially others. You can optionally invoke extensions to block additional sites by category. | 2018-12-18T01:13:08Z |
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| 66 | [sanic](https://github.com/huge-success/sanic) | 10925 | 1040 | Python | 123 | Async Python 3.5+ web server that's written to go fast | 2018-12-16T21:13:18Z |
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| 67 | [fabric](https://github.com/fabric/fabric) | 10818 | 1670 | Python | 292 | Simple, Pythonic remote execution and deployment. | 2018-11-30T23:49:59Z |
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| 68 | [material-theme](https://github.com/equinusocio/material-theme) | 10722 | 773 | Python | 4 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2018-04-23T13:45:04Z |
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| 69 | [luigi](https://github.com/spotify/luigi) | 10622 | 1801 | Python | 68 | Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in. | 2018-12-18T07:02:12Z |
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| 70 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 10616 | 1724 | Python | 11 | Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning. | 2018-11-02T07:45:47Z |
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| 71 | [iTerm2-Color-Schemes](https://github.com/mbadolato/iTerm2-Color-Schemes) | 10351 | 2914 | Python | 11 | Over 175 terminal color schemes/themes for iTerm/iTerm2 (with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, and Terminator) | 2018-12-01T06:00:56Z |
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| 72 | [incubator-airflow](https://github.com/apache/incubator-airflow) | 10303 | 3608 | Python | 256 | Apache Airflow (Incubating) | 2018-12-18T14:51:17Z |
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| 73 | [Awesome-Linux-Software](https://github.com/luongvo209/Awesome-Linux-Software) | 9917 | 876 | Python | 8 | A list of awesome applications, software, tools and other materials for Linux distros. | 2018-12-17T15:01:21Z |
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| 74 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 9871 | 964 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2017-12-13T08:36:56Z |
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| 75 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 9700 | 2785 | Python | 10 | 2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记 | 2018-11-07T05:52:59Z |
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| 76 | [powerline](https://github.com/powerline/powerline) | 9675 | 763 | Python | 133 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2018-11-11T12:23:54Z |
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| 77 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 9664 | 1840 | Python | 479 | Automated nginx proxy for Docker containers using docker-gen | 2018-12-18T14:16:58Z |
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| 78 | [bert](https://github.com/google-research/bert) | 9647 | 1765 | Python | 95 | TensorFlow code and pre-trained models for BERT | 2018-12-18T08:58:03Z |
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| 79 | [salt](https://github.com/saltstack/salt) | 9462 | 4429 | Python | 2325 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: | 2018-12-18T14:34:41Z |
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| 80 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 9270 | 3916 | Python | 669 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2018-12-18T06:44:36Z |
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| 81 | [FastPhotoStyle](https://github.com/NVIDIA/FastPhotoStyle) | 9025 | 797 | Python | 27 | Style transfer, deep learning, feature transform | 2018-08-24T01:33:43Z |
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| 82 | [sshuttle](https://github.com/apenwarr/sshuttle) | 9005 | 668 | Python | 23 | Wrong project! You should head over to http://github.com/sshuttle/sshuttle | 2018-02-15T13:16:12Z |
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| 83 | [locust](https://github.com/locustio/locust) | 8891 | 1298 | Python | 147 | Scalable user load testing tool written in Python | 2018-12-17T23:31:02Z |
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| 84 | [RocAlphaGo](https://github.com/Rochester-NRT/RocAlphaGo) | 8881 | 2490 | Python | 30 | An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html. | 2018-06-09T13:55:11Z |
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| 85 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 8851 | 778 | Python | 45 | Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.) | 2016-12-28T15:58:48Z |
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| 86 | [tflearn](https://github.com/tflearn/tflearn) | 8799 | 2223 | Python | 536 | Deep learning library featuring a higher-level API for TensorFlow. | 2018-12-15T21:45:51Z |
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| 87 | [Python](https://github.com/geekcomputers/Python) | 8764 | 5582 | Python | 72 | My Python Examples | 2018-12-15T18:21:51Z |
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| 88 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 8704 | 2614 | Python | 27 | PyTorch Tutorial for Deep Learning Researchers | 2018-12-04T13:33:51Z |
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| 89 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 8700 | 909 | Python | 113 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
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| 90 | [zulip](https://github.com/zulip/zulip) | 8690 | 2653 | Python | 1206 | Zulip server - powerful open source team chat | 2018-12-18T14:57:12Z |
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| 91 | [bokeh](https://github.com/bokeh/bokeh) | 8677 | 2334 | Python | 473 | Interactive Web Plotting for Python | 2018-12-18T14:37:31Z |
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| 92 | [Theano](https://github.com/Theano/Theano) | 8612 | 2457 | Python | 631 | Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation. | 2018-12-11T02:25:07Z |
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| 93 | [autojump](https://github.com/wting/autojump) | 8564 | 449 | Python | 132 | A cd command that learns - easily navigate directories from the command line | 2018-12-03T03:52:01Z |
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| 94 | [kivy](https://github.com/kivy/kivy) | 8528 | 1940 | Python | 674 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2018-12-09T14:45:53Z |
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| 95 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 8485 | 929 | Python | 201 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2018-12-12T22:01:36Z |
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| 96 | [pelican](https://github.com/getpelican/pelican) | 8405 | 1533 | Python | 142 | Static site generator that supports Markdown and reST syntax. Powered by Python. | 2018-12-16T03:32:38Z |
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| 97 | [beets](https://github.com/beetbox/beets) | 8404 | 1493 | Python | 632 | music library manager and MusicBrainz tagger | 2018-12-18T11:56:27Z |
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| 98 | [matplotlib](https://github.com/matplotlib/matplotlib) | 8368 | 3845 | Python | 1482 | matplotlib: plotting with Python | 2018-12-18T13:08:59Z |
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| 99 | [yapf](https://github.com/google/yapf) | 8357 | 564 | Python | 207 | A formatter for Python files | 2018-12-10T08:03:23Z |
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| 100 | [gensim](https://github.com/RaRe-Technologies/gensim) | 8305 | 3146 | Python | 228 | Topic Modelling for Humans | 2018-12-18T13:58:36Z |
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