[Github Ranking](../README.md)
==========

## Top 100 Stars in Python

| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [awesome-python](https://github.com/vinta/awesome-python) | 68826 | 13394 | Python | 458 | A curated list of awesome Python frameworks, libraries, software and resources | 2019-06-17T11:01:04Z |
| 2 | [system-design-primer](https://github.com/donnemartin/system-design-primer) | 65171 | 10097 | Python | 87 | Learn how to design large-scale systems. Prep for the system design interview.  Includes Anki flashcards. | 2019-06-16T15:21:22Z |
| 3 | [public-apis](https://github.com/public-apis/public-apis) | 58219 | 6100 | Python | 70 | A collective list of free APIs for use in software and web development. | 2019-06-15T16:14:27Z |
| 4 | [models](https://github.com/tensorflow/models) | 54192 | 33649 | Python | 1679 | Models and examples built with TensorFlow | 2019-06-18T06:28:56Z |
| 5 | [Python](https://github.com/TheAlgorithms/Python) | 46294 | 13325 | Python | 188 | All Algorithms implemented in Python | 2019-06-17T10:17:55Z |
| 6 | [flask](https://github.com/pallets/flask) | 44798 | 12589 | Python | 28 | The Python micro framework for building web applications. | 2019-06-13T19:46:54Z |
| 7 | [thefuck](https://github.com/nvbn/thefuck) | 44266 | 2208 | Python | 163 | Magnificent app which corrects your previous console command. | 2019-06-18T02:33:12Z |
| 8 | [django](https://github.com/django/django) | 42235 | 18178 | Python | 229 | The Web framework for perfectionists with deadlines. | 2019-06-17T17:49:14Z |
| 9 | [keras](https://github.com/keras-team/keras) | 42020 | 16019 | Python | 2417 | Deep Learning for humans | 2019-06-17T17:51:14Z |
| 10 | [httpie](https://github.com/jakubroztocil/httpie) | 41927 | 2756 | Python | 165 | 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 | 2019-05-18T08:28:46Z |
| 11 | [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning) | 40376 | 10112 | Python | 1 | A curated list of awesome Machine Learning frameworks, libraries and software. | 2019-06-18T03:07:12Z |
| 12 | [requests](https://github.com/kennethreitz/requests) | 39002 | 7116 | Python | 233 | Python HTTP Requests for Humans™ ✨🍰✨ | 2019-06-13T20:49:12Z |
| 13 | [scikit-learn](https://github.com/scikit-learn/scikit-learn) | 35664 | 17419 | Python | 1951 | scikit-learn: machine learning in Python | 2019-06-18T06:26:15Z |
| 14 | [scrapy](https://github.com/scrapy/scrapy) | 33228 | 7833 | Python | 824 | Scrapy, a fast high-level web crawling & scraping framework for Python. | 2019-06-18T01:36:56Z |
| 15 | [shadowsocks](https://github.com/shadowsocks/shadowsocks) | 30515 | 18596 | Python | 448 | None | 2019-06-14T03:17:23Z |
| 16 | [XX-Net](https://github.com/XX-net/XX-Net) | 28001 | 7581 | Python | 7839 | a web proxy tool | 2019-06-17T10:25:04Z |
| 17 | [certbot](https://github.com/certbot/certbot) | 25229 | 2597 | Python | 640 | 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. | 2019-06-18T04:04:27Z |
| 18 | [you-get](https://github.com/soimort/you-get) | 24990 | 4976 | Python | 316 | :arrow_double_down: Dumb downloader that scrapes the web | 2019-06-17T12:38:45Z |
| 19 | [cpython](https://github.com/python/cpython) | 24935 | 10308 | Python | 942 | The Python programming language | 2019-06-18T06:36:35Z |
| 20 | [face_recognition](https://github.com/ageitgey/face_recognition) | 24850 | 6630 | Python | 326 | The world's simplest facial recognition api for Python and the command line | 2019-06-13T10:07:03Z |
| 21 | [home-assistant](https://github.com/home-assistant/home-assistant) | 24299 | 7079 | Python | 1236 | :house_with_garden: Open source home automation that puts local control and privacy first | 2019-06-18T06:33:14Z |
| 22 | [Algorithm_Interview_Notes-Chinese](https://github.com/imhuay/Algorithm_Interview_Notes-Chinese) | 23936 | 7338 | Python | 26 | 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 | 2019-05-24T08:16:55Z |
| 23 | [100-Days-Of-ML-Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) | 23639 | 5528 | Python | 41 | 100 Days of ML Coding | 2019-06-08T14:57:19Z |
| 24 | [Deep-Learning-Papers-Reading-Roadmap](https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap) | 23164 | 5268 | Python | 75 | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | 2019-05-19T16:02:00Z |
| 25 | [CppCoreGuidelines](https://github.com/isocpp/CppCoreGuidelines) | 23142 | 3000 | Python | 128 | The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++ | 2019-06-16T20:37:47Z |
| 26 | [tldr](https://github.com/tldr-pages/tldr) | 22693 | 1681 | Python | 79 | :books: Simplified and community-driven man pages | 2019-06-18T05:29:40Z |
| 27 | [sentry](https://github.com/getsentry/sentry) | 21179 | 2417 | Python | 884 | Sentry is cross-platform application monitoring, with a focus on error reporting. | 2019-06-18T05:03:05Z |
| 28 | [python-patterns](https://github.com/faif/python-patterns) | 20914 | 4531 | Python | 9 | A collection of design patterns/idioms in Python | 2019-06-04T18:49:48Z |
| 29 | [Detectron](https://github.com/facebookresearch/Detectron) | 20727 | 4439 | Python | 243 | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | 2019-05-31T18:21:06Z |
| 30 | [linux-insides](https://github.com/0xAX/linux-insides) | 19806 | 2116 | Python | 24 | A little bit about a linux kernel | 2019-05-30T23:45:08Z |
| 31 | [faceswap](https://github.com/deepfakes/faceswap) | 19448 | 6471 | Python | 9 | Non official project based on original /r/Deepfakes thread. Many thanks to him! | 2019-06-16T14:03:56Z |
| 32 | [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) | 19210 | 2147 | Python | 51 | A code-completion engine for Vim | 2019-06-15T21:11:35Z |
| 33 | [jieba](https://github.com/fxsjy/jieba) | 18962 | 4938 | Python | 479 | 结巴中文分词 | 2019-06-04T03:45:50Z |
| 34 | [tornado](https://github.com/tornadoweb/tornado) | 17895 | 4970 | Python | 159 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. | 2019-06-17T00:21:14Z |
| 35 | [localstack](https://github.com/localstack/localstack) | 17338 | 1199 | Python | 428 | 💻  A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline! | 2019-06-18T07:12:05Z |
| 36 | [interactive-coding-challenges](https://github.com/donnemartin/interactive-coding-challenges) | 17337 | 2548 | Python | 42 | 120+ interactive Python coding interview challenges (algorithms and data structures).  Includes Anki flashcards. | 2019-05-17T09:22:54Z |
| 37 | [pipenv](https://github.com/pypa/pipenv) | 17291 | 1281 | Python | 303 |  Python Development Workflow for Humans. | 2019-06-18T02:50:47Z |
| 38 | [ItChat](https://github.com/littlecodersh/ItChat) | 17223 | 3993 | Python | 180 | 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。 | 2019-05-24T03:13:26Z |
| 39 | [gym](https://github.com/openai/gym) | 17095 | 4600 | Python | 165 | A toolkit for developing and comparing reinforcement learning algorithms. | 2019-06-17T20:40:12Z |
| 40 | [cheat.sh](https://github.com/chubin/cheat.sh) | 16566 | 805 | Python | 40 | the only cheat sheet you need | 2019-05-31T19:49:06Z |
| 41 | [compose](https://github.com/docker/compose) | 16413 | 2512 | Python | 486 | Define and run multi-container applications with Docker | 2019-06-17T18:33:33Z |
| 42 | [bert](https://github.com/google-research/bert) | 15824 | 3841 | Python | 386 | TensorFlow code and pre-trained models for BERT | 2019-06-13T20:47:35Z |
| 43 | [data-science-ipython-notebooks](https://github.com/donnemartin/data-science-ipython-notebooks) | 15781 | 4829 | 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. | 2019-04-10T10:46:55Z |
| 44 | [AiLearning](https://github.com/apachecn/AiLearning) | 15414 | 5436 | Python | 24 | AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP | 2019-06-05T02:44:09Z |
| 45 | [mitmproxy](https://github.com/mitmproxy/mitmproxy) | 15330 | 1986 | Python | 264 | An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. | 2019-06-05T12:28:26Z |
| 46 | [algorithms](https://github.com/keon/algorithms) | 15206 | 2836 | Python | 52 | Minimal examples of data structures and algorithms in Python | 2019-06-15T12:30:49Z |
| 47 | [reddit](https://github.com/reddit-archive/reddit) | 15015 | 2756 | Python | 303 | historical code from reddit.com | 2017-10-17T19:57:07Z |
| 48 | [macOS-Security-and-Privacy-Guide](https://github.com/drduh/macOS-Security-and-Privacy-Guide) | 14860 | 1036 | Python | 4 | Guide to securing and improving privacy on macOS | 2019-05-21T03:52:04Z |
| 49 | [wtfpython](https://github.com/satwikkansal/wtfpython) | 14805 | 1379 | Python | 15 | A collection of surprising Python snippets and lesser-known features. | 2019-06-10T19:13:56Z |
| 50 | [source-code-pro](https://github.com/adobe-fonts/source-code-pro) | 14672 | 1219 | Python | 37 | Monospaced font family for user interface and coding environments | 2019-06-10T07:39:30Z |
| 51 | [django-rest-framework](https://github.com/encode/django-rest-framework) | 14452 | 4284 | Python | 204 | Web APIs for Django. ⚡️ | 2019-06-17T04:57:48Z |
| 52 | [sqlmap](https://github.com/sqlmapproject/sqlmap) | 14429 | 3127 | Python | 42 | Automatic SQL injection and database takeover tool | 2019-06-17T22:59:28Z |
| 53 | [chinese-poetry](https://github.com/chinese-poetry/chinese-poetry) | 13997 | 2450 | Python | 29 | 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。   | 2019-06-17T01:21:51Z |
| 54 | [ZeroNet](https://github.com/HelloZeroNet/ZeroNet) | 13931 | 1799 | Python | 584 | ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network | 2019-06-14T22:44:00Z |
| 55 | [ipython](https://github.com/ipython/ipython) | 13631 | 3831 | Python | 1183 | Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc. | 2019-06-18T02:56:33Z |
| 56 | [glances](https://github.com/nicolargo/glances) | 13621 | 921 | Python | 113 | Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. | 2019-06-12T21:15:20Z |
| 57 | [spaCy](https://github.com/explosion/spaCy) | 13605 | 2335 | Python | 154 | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | 2019-06-17T10:30:20Z |
| 58 | [algo](https://github.com/trailofbits/algo) | 13527 | 1188 | Python | 49 | Set up a personal IPSEC VPN in the cloud | 2019-06-18T02:58:40Z |
| 59 | [pyspider](https://github.com/binux/pyspider) | 13263 | 3255 | Python | 237 | A Powerful Spider(Web Crawler) System in Python. | 2019-05-09T15:53:42Z |
| 60 | [HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 13061 | 1427 | Python | 36 | :octocat: 分享 GitHub 上有趣、入门级的开源项目「每月28号更新」 | 2019-06-13T15:21:36Z |
| 61 | [redash](https://github.com/getredash/redash) | 12906 | 2129 | Python | 464 | Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 2019-06-18T06:50:10Z |
| 62 | [hosts](https://github.com/StevenBlack/hosts) | 12860 | 1132 | Python | 52 | 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.  | 2019-06-17T18:21:21Z |
| 63 | [celery](https://github.com/celery/celery) | 12668 | 3299 | Python | 419 | Distributed Task Queue (development branch) | 2019-06-17T20:04:55Z |
| 64 | [airflow](https://github.com/apache/airflow) | 12653 | 4602 | Python | 308 | Apache Airflow | 2019-06-18T05:31:45Z |
| 65 | [Mask_RCNN](https://github.com/matterport/Mask_RCNN) | 12526 | 5531 | Python | 949 | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | 2019-06-18T06:09:44Z |
| 66 | [sanic](https://github.com/huge-success/sanic) | 12246 | 1156 | Python | 40 | Async Python 3.6+ web server/framework \| Build fast. Run fast. | 2019-06-18T06:57:58Z |
| 67 | [TensorFlow-Course](https://github.com/machinelearningmindset/TensorFlow-Course) | 12244 | 2310 | Python | 1 | Simple and ready-to-use tutorials for TensorFlow  | 2019-05-16T05:36:38Z |
| 68 | [pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial) | 11927 | 3648 | Python | 46 | PyTorch Tutorial for Deep Learning Researchers | 2019-05-12T21:44:06Z |
| 69 | [bitcoinbook](https://github.com/bitcoinbook/bitcoinbook) | 11922 | 3469 | Python | 90 | Mastering Bitcoin 2nd Edition - Programming the Open Blockchain | 2019-05-27T09:05:06Z |
| 70 | [luigi](https://github.com/spotify/luigi) | 11742 | 1945 | Python | 41 | 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.  | 2019-06-15T18:44:36Z |
| 71 | [ML-From-Scratch](https://github.com/eriklindernoren/ML-From-Scratch) | 11615 | 2082 | Python | 10 | Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning. | 2019-06-09T02:21:59Z |
| 72 | [PySnooper](https://github.com/cool-RR/PySnooper) | 11586 | 714 | Python | 12 | Never use print for debugging again | 2019-06-17T16:06:56Z |
| 73 | [Python](https://github.com/geekcomputers/Python) | 11512 | 6465 | Python | 77 | My Python Examples | 2019-06-17T05:05:16Z |
| 74 | [fabric](https://github.com/fabric/fabric) | 11348 | 1718 | Python | 343 | Simple, Pythonic remote execution and deployment. | 2019-06-12T06:32:53Z |
| 75 | [nginx-proxy](https://github.com/jwilder/nginx-proxy) | 10988 | 2036 | Python | 528 | Automated nginx proxy for Docker containers using docker-gen | 2019-05-19T21:49:11Z |
| 76 | [black](https://github.com/python/black) | 10929 | 545 | Python | 164 | The uncompromising Python code formatter | 2019-06-16T15:39:04Z |
| 77 | [Awesome-Linux-Software](https://github.com/luong-komorebi/Awesome-Linux-Software) | 10900 | 1008 | Python | 14 | A list of awesome applications, software, tools and other materials for Linux distros.  | 2019-06-10T03:27:31Z |
| 78 | [material-theme](https://github.com/equinusocio/material-theme) | 10897 | 784 | Python | 3 | Material Theme, the most epic theme for Sublime Text 3 by Mattia Astorino | 2019-05-31T08:01:09Z |
| 79 | [NLP-progress](https://github.com/sebastianruder/NLP-progress) | 10831 | 1750 | Python | 17 | Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. | 2019-06-17T19:20:29Z |
| 80 | [awesome-algorithm](https://github.com/apachecn/awesome-algorithm) | 10507 | 2103 | Python | 2 | Lisanaaa 小专栏 | 2019-06-13T08:34:53Z |
| 81 | [tqdm](https://github.com/tqdm/tqdm) | 10452 | 553 | Python | 208 | A Fast, Extensible Progress Bar for Python and CLI | 2019-06-13T00:57:07Z |
| 82 | [powerline](https://github.com/powerline/powerline) | 10440 | 807 | Python | 169 | Powerline is a statusline plugin for vim, and provides statuslines and prompts for several other applications, including zsh, bash, tmux, IPython, Awesome and Qtile. | 2019-06-12T22:27:54Z |
| 83 | [manim](https://github.com/3b1b/manim) | 10362 | 1176 | Python | 74 | Animation engine for explanatory math videos | 2019-06-17T20:01:48Z |
| 84 | [pix2code](https://github.com/tonybeltramelli/pix2code) | 10253 | 1055 | Python | 0 | pix2code: Generating Code from a Graphical User Interface Screenshot | 2019-04-09T23:35:37Z |
| 85 | [salt](https://github.com/saltstack/salt) | 9992 | 4579 | Python | 2613 | Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:  | 2019-06-18T00:09:56Z |
| 86 | [zulip](https://github.com/zulip/zulip) | 9960 | 3065 | Python | 1346 | Zulip server - powerful open source team chat | 2019-06-18T05:52:42Z |
| 87 | [requests-html](https://github.com/kennethreitz/requests-html) | 9769 | 585 | Python | 56 | Pythonic HTML Parsing for Humans™ | 2019-05-31T17:23:28Z |
| 88 | [autojump](https://github.com/wting/autojump) | 9728 | 478 | Python | 154 | A cd command that learns - easily navigate directories from the command line | 2019-05-31T07:43:20Z |
| 89 | [cookiecutter](https://github.com/audreyr/cookiecutter) | 9705 | 1056 | Python | 239 | A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. | 2019-06-11T01:53:15Z |
| 90 | [bokeh](https://github.com/bokeh/bokeh) | 9573 | 2575 | Python | 406 | Interactive Web Plotting for Python | 2019-06-18T04:45:59Z |
| 91 | [neural-networks-and-deep-learning](https://github.com/mnielsen/neural-networks-and-deep-learning) | 9404 | 4593 | Python | 6 | Code samples for my book "Neural Networks and Deep Learning" | 2019-05-09T10:58:46Z |
| 92 | [kivy](https://github.com/kivy/kivy) | 9402 | 2104 | Python | 624 | Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS | 2019-06-16T21:47:47Z |
| 93 | [yapf](https://github.com/google/yapf) | 9342 | 638 | Python | 233 | A formatter for Python files | 2019-06-01T07:57:50Z |
| 94 | [Zappa](https://github.com/Miserlou/Zappa) | 9287 | 1005 | Python | 558 | Serverless Python | 2019-06-17T21:22:47Z |
| 95 | [neural-enhance](https://github.com/alexjc/neural-enhance) | 9281 | 1004 | Python | 121 | Super Resolution for images using deep learning. | 2018-01-25T05:01:58Z |
| 96 | [d2l-zh](https://github.com/d2l-ai/d2l-zh) | 9280 | 2367 | Python | 3 | 《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。 | 2019-06-17T08:42:47Z |
| 97 | [funNLP](https://github.com/fighting41love/funNLP) | 9244 | 2502 | Python | 0 | 中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型（包含词典和语料标注）、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank：NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析，提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA：面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句（英文）、中文NLP数据增强（EDA）工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN。 | 2019-06-16T07:05:09Z |
| 98 | [neural-doodle](https://github.com/alexjc/neural-doodle) | 9138 | 822 | Python | 48 | 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.) | 2019-04-11T05:05:51Z |
| 99 | [tflearn](https://github.com/tflearn/tflearn) | 9124 | 2307 | Python | 555 | Deep learning library featuring a higher-level API for TensorFlow. | 2019-04-12T10:05:38Z |
| 100 | [examples](https://github.com/pytorch/examples) | 9075 | 4227 | Python | 166 | A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | 2019-06-17T19:12:29Z |