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语言基础

Python 2.7.18 文档 » 标准库

老男孩 银角大王 - 武沛齐(博客园)

[视频] 老男孩 Bilibili

老男孩 教学文档、视频等相关资源

Python 最佳实践指南!

自然语言处理

教程 | 理解和实现自然语言处理终极指南(附 Python 代码)

用 Python 做自然语言处理必知的八个工具

推荐系统 RecommenderSystems: 推荐系统基本知识,相关算法以及实现

第三方库

库名简介地址
scikit-learn机器学习官网github
Pillow图片处理doc
NumPy科学计算基础软件包中文
peewee简单小巧的ORMdoc
PyMongoMongoDB驱动doc
authlib构建OAuth 和 OpenID服务doc
pyjwtJWT编码解码doc
jieba中文分词github
pyhanlp中文分词github
Celery异步任务
scrapy网站爬虫框架doc
scrapydscrapy 的运行服务doc
apscheduler定时任务doc
sixPython2/3兼容doc
virtualenvwrapper虚拟环境doc
supervisord进程管理doc
flask轻量级 Web 应用框架doc
Ultralytics YOLOv8深度学习和计算机视觉领域的尖端技术docs
PyTorch深度学习docs中文文档
  • flask-paginate is a simple paginate extension for flask which is reference to will_paginate, and use bootstrap as css framework.

jinja: a fast, expressive, extensible templating engine

JPype: a Python module to provide full access to Java from within Python.

Django REST framework: a powerful and flexible toolkit for building Web APIs.

SQLAlchemy:the Python SQL toolkit and Object Relational Mapper that gives application developers the full power and flexibility of SQL.

pip is the package installer for Python. You can use pip to install packages from the Python Package Index and other indexes.

Gunicorn 'Green Unicorn' is a Python WSGI HTTP Server for UNIX.

IPythonJupyter and the future of IPython

Working with Excel Files in Python: This site contains pointers to the best information available about working with Excel files in the Python programming language.

web.py is a web framework for Python that is as simple as it is powerful.

OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library.

PyYAML is a full-featured YAML framework for the Python programming language.

xlwt: This is a library for developers to use to generate spreadsheet files compatible with Microsoft Excel versions 95 to 2003.

Unofficial Windows Binaries for Python Extension Packages: This page provides 32 and 64-bit Windows binaries of many scientific open-source extension packages for the official CPython distribution of the Python programming language. A few binaries are available for the PyPy distribution.

python-markdown: This is a Python implementation of John Gruber’s Markdown.

其他

User Agent String

HanLP HanLP采用全世界量级最大,种类最多的语料库,达到史上最高准确率,旨在普及落地最前沿的NLP技术!

PDFMiner Python PDF parser and analyzer

pdf2htmlEX Convert PDF to HTML without losing text or format.

wkhtmltopdf open source (LGPLv3) command line tools to render HTML into PDF and various image formats using the Qt WebKit rendering engine.

Starlette a lightweight ASGI framework/toolkit, which is ideal for building async web services in Python.

文章

机器学习

机器学习个人笔记-目录深度学习笔记-目录莫烦PythonTensorFlow 教程深度学习500问

机器学习各种相似性度量及Python实现

方差、协方差、标准差、均方差、均方根值、均方误差、均方根误差对比分析

opencv-python中的腐蚀与膨胀函数

如何用Python和深度神经网络识别图像?

图像处理专业术语中英文对照(不断补充中)

十分钟看懂图像语义分割技术

直接可以用的Python和OpenCV检测及分割图像的目标区域例子

图片的存储原理

PIL 中的 Image 模块

Python图像处理PIL各模块详细介绍

一文读懂机器学习,大数据/自然语言处理/算法全有了

图像处理算法其实都很简单

自然语言处理怎么最快入门?

简明 jieba 中文分词教程

NLP 第 2 课:中文分词利器 jieba 和 HanLP

hanlp 的基本使用--python(自然语言处理)

自然语言处理之 hanlp,Python 调用与构建,分词、关键词提取、命名主体识别

Flask 快速入门

欢迎进入Flask大型教程项目!

吐血推荐珍藏的Flask资源

Flask补充系列–将应用部署在Heroku上