收藏学习 2017年开源Python项目Top30

DMenYin 2023-06-10 15:22:38

前言

No.1

Home-assistant (v0.6+): Open-source home automation platform running on Python 3

智能家庭助理 : 基于 Python 3的家庭自动化平台，可以跟踪和控制家中的所有智能设备

标星：11k+

No.2

Pytorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration

Pytorch: 基于 Python、使用 GPU 优化的深度学习张量库，在2017年强势崛起

标星：11k+

No.3

Grumpy: A Python to Go source code transcompiler and runtime

Grumpy：在 Go 上运行 Python，Google 的开源神器

标星：8k+

No.4

Sanic: Async Python 3.5+ web server that’s written to go fast

Sanic：基于 Python 3.5+的 Web 框架，用法类似于 flask，速度更快

标星：8k+

No.5

Python-fire: A library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Python-fire：自动生成命令行界面的内容库，由 Google 开源

标星：8k+

No.6

spaCy (v2.0): Industrial-strength Natural Language Processing (NLP) with Python and Cython

spaCy (v2.0)：工业级的 Python 自然语言处理工具包，实用性强

标星：7.9k+

No.7

Pipenv: Python Development Workflow for Humans

Pipenv：人性化的 Python 包管理工具，获得 Python 官方推荐

标星：7.9k+

No.8

MicroPthon: A lean and efficient Python implementation for microcontrollers and constrained systems

MicroPython：用 Python 开发单片机

标星：5.8k+

No.9

Prophet: Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth

Prophet：Facebook 的开源大规模预测系统

标星：4.6k+

No.10

SerpentAI: Game Agent Framework in Python. Helping you create AIs / Bots to play any game

SerpentAI：多平台的游戏代理框架，帮你用 AIs/Bots 玩任何游戏

标星：3.6k+

No.11

Dash: Interactive, reactive web apps in pure python

Dash：用于构建分析 web 应用程序的 Python 框架

标星：3.7k+

No.12

InstaPy: Instagram Bot. Like/Comment/Follow Automation Script

InstaPy：操作 Instagram 的自动化脚本

标星：3.3k+

No.13

Apistar: A fast and expressive API framework

Apistar：基于 Python3的只能 web API 框架

标星：3.2k+

No.14

Faiss: A library for efficient similarity search and clustering of dense vectors

Faiss：Facebook 开源的相似性搜索类库

标星：2.9k+

No.15

MechanicalSoup: A Python library for automating interaction with websites

MechanicalSoup：用于自动与网站交互的 Python 库

标星：2.4k+

No.16

Better-exceptions: Pretty and useful exceptions in Python, automatically

Better-exceptions：自动化的 Python 异常信息展示工具

标星：2.3k+

No.17

Flashtext: Extract Keywords from sentence or Replace keywords in sentences

Flashtext：提取和替换句子中关键词的工具

标星：2.1k+

No.18

Maya: Datetime for Humans in Python

Maya：人性化的 Python 时间处理库

标星：1.9k+

No.19

Mimesis (v1.0): Python library, which helps generate mock data in different languages for various purposes. These data can be especially useful at various stages of software development and testing

Mimesls：生成各类虚拟数据的 Python 库

标星：1.8k+

No.20

Open-paperless: Scan, index, and archive all of your paper documents. A document management system

Open-paperless：文件管理系统，用于纸质文档的扫描、索引和归档

标星：1.8k+

No.21

Fsociety: Hacking Tools Pack. A Penetration Testing Framework

Fsociety：黑客工具，一个渗透测试的框架

标星：1.8k+

No.22

LivePython: Visually trace Python code in real-time

LivePython：Python 代码的实时可视化工具

标星：1.7k+

No.23

Hatch: A modern project, package, and virtual env manager for Python

Hatch：一个 Python 项目、包及虚拟环境的管理工具

标星：1.6k+

No.24

Tangent: Source-to-Source Debuggable Derivatives in Pure Python

Tangent：一个源到源的 Python 库，用于自动微分，由 Google 开源

标星：1.4k+

No.25

Clairvoyant: A Python program that identifies and monitors historical cues for short term stock movement

Clairvoyant：检测和学习股票市场短期变化

标星：1.2k+

No.26

MonkeyType: A system for Python that generates static type annotations by collecting runtime types

MonkeyType：通过收集运行时类型生成静态类型注释的工具，由 Instagram 开源

标星：1.2k+

No.27

Eel: A little Python library for making simple Electron-like HTML/JS GUI apps

Eel：用于制作简单的 HTML/JS 的 Python 库

No.28

Surprise v1.0: A Python scikit for building and analyzing recommender systems

Surprise：一个用于建立和分析推荐系统的 Python scikit

标星：1k+

No.29

Gain: Web crawling framework for everyone

Gain：一个人人可用的 web 爬虫框架

标星：1k+

No.30

PDFTabExtract: A set of tools for extracting tables from PDF files helping to do data mining on scanned documents

PDFTabExtract：一个用于PDF数据挖掘（OCR 处理）的工具

标星：1k+

每一个HTML文档中，都有一个不可或缺的标签：<head>，在几乎所有的HTML文档里，我们都可以看到类似下面这段代码：

html{color:#000;overflow-y:scroll;overflow:-moz-scrollbars}
body,button,input,select,textarea{font-size:12px;font-family:Arial,sans-serif}
h1,h2,h3,h4,h5,h6{font-size:100%}
em{font-style:normal}
small{font-size:12px}
ol,ul{list-style:none}
a{text-decoration:none}
a:hover{text-decoration:underline}
legend{color:#000}
fieldset,img{border:0}
button,input,select,textarea{font-size:100%}
table{border-collapse:collapse;border-spacing:0}
img{-ms-interpolation-mode:bicubic}
textarea{resize:vertical}
.left{float:left}
.right{float:right}
.overflow{overflow:hidden}
.hide{display:none}
.block{display:block}
.inline{display:inline}
.error{color:red;font-size:12px}
button,label{cursor:pointer}
.clearfix:after{content:'\20';display:block;height:0;clear:both}
.clearfix{zoom:1}
.clear{clear:both;height:0;line-height:0;font-size:0;visibility:hidden;overflow:hidden}
.wordwrap{word-break:break-all;word-wrap:break-word}
.s-yahei{font-family:arial,'Microsoft Yahei','微软雅黑'}
pre.wordwrap{white-space:pre-wrap}
body{text-align:center;background:#fff;width:100%}
body,form{position:relative;z-index:0}
td{text-align:left}
img{border:0}
#s_wrap{position:relative;z-index:0;min-width:1000px}
#wrapper{height:100%}
#head .s-ps-islite{_padding-bottom:370px}
#head_wrapper.s-ps-islite{padding-bottom:370px}#head_wrapper.s-ps-islite #s_lm_wrap{bottom:298px;background:0 0!important;filter:none!important}#head_wrapper.s-ps-islite .s_form{position:relative;z-index:1}#head_wrapper.s-ps-islite .fm{position:absolute;bottom:0}#head_wrapper.s-ps-islite .s-p-top{position:absolute;bottom:40px;width:100%;height:181px}#head_wrapper.s-ps-islite #s_lg_img,#head_wrapper.s-ps-islite#s_lg_img_aging,#head_wrapper.s-ps-islite #s_lg_img_new{position:static;margin:33px auto 0 auto}.s_lm_hide{display:none!important}#head_wrapper.s-down #s_lm_wrap{display:none}.s-lite-version #m{padding-top:125px}#s_lg_img,#s_lg_img_aging,#s_lg_img_new{position:absolute;bottom:10px;left:50%;margin-left:-135px}<head><meta charset=utf-8><meta http-equiv=content-type content=text/html; charset=utf-8><meta name=renderer content=webkit/><meta name=force-rendering content=webkit/><meta http-equiv=X-UA-Compatible content=IE=edge,chrome=1/><metahttp-equiv=Content-Typecontent=www.czjy.cn;charset=gb2312><meta name=viewport content=width=device-width, initial-scale=1.0, minimum-scale=1.0, maximum-scale=1.0, user-scalable=no></head>.s-ps-sug table{width:100%;background:#fff;cursor:default}.s-ps-sug td{color:#000;font:14px arial;height:25px;line-height:25px;padding:0 8px}.s-ps-sug td b{color:#000}.s-ps-sug .mo{background:#ebebeb;cursor:pointer}.s-ps-sug .ml{background:#fff}.s-ps-sug td.sug_storage{color:#7a77c8}.s-ps-sug td.sug_storage b{color:#7a77c8}.s-ps-sug .sug_del{font-size:12px;color:#666;text-decoration:underline;float:right;cursor:pointer;display:none}.s-ps-sug .sug_del{font-size:12px;color:#666;text-decoration:underline;float:right;cursor:pointer;display:none}.s-ps-sug .mo .sug_del{display:block}
.s-ps-sug .sug_ala{border-bottom:1px solid #e6e6e6}

head标签作为一个容器，主要包含了用于描述 HTML 文档自身信息（元数据）的标签，这些标签一般不会在页面中被显示出来。

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