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join-awesome-python-interview-topics


https://github.com/tryroadmap/join-awesome-python-interview-topics

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  • Asset Management

    • fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.

  • Audio

    • id3reader - A Python module for reading MP3 meta data.
    • talkbox - A Python library for speech/signal processing.

  • Build Tools

    • buildout - A build system for creating, assembling and deploying applications from multiple parts.

  • CMS

    • django-cms - An Open source enterprise CMS based on the Django.
    • djedi-cms - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
    • Plone - A CMS built on top of the open source application server Zope.
    • Widgy - Last CMS framework, based on Django.

  • Code Analysis

    • pylint - A fully customizable source code analyzer.

  • Command-line Tools

    • click - A package for creating beautiful command line interfaces in a composable way.
    • docopt - Pythonic command line arguments parser.

  • Computer Vision

    • SimpleCV - An open source framework for building computer vision applications.

  • Concurrency and Parallelism

    • eventlet - Asynchronous framework with WSGI support.
    • gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
    • multiprocessing - (Python standard library) A high-level interface for asynchronously executing callables.

  • Configuration

    • config - Hierarchical config from the author of [logging](https://docs.python.org/3/library/logging.html).
    • ConfigObj - INI file parser with validation.
    • ConfigParser - (Python standard library) INI file parser.
    • profig - Config from multiple formats with value conversion.

  • Cryptography

    • cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
    • Passlib - Secure password storage/hashing library, very high level.

  • Data Analysis

    • Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.

  • Data Validation

    • colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.

  • Data Visualization

  • Database

    • pickleDB - A simple and lightweight key-value store for Python.

  • Database Drivers

    • oursql - A better MySQL connector with support for native prepared statements and BLOBs.
    • awesome-postgres
    • psycopg2 - The most popular PostgreSQL adapter for Python.
    • pymssql - A simple database interface to Microsoft SQL Server.
    • py2neo - Python wrapper client for Neo4j's restful interface.

  • Date and Time

    • pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.

  • Deep Learning

  • DevOps Tools

    • Docker Compose - Fast, isolated development environments using [Docker](https://www.docker.com/).
    • OpenStack - Open source software for building private and public clouds.

  • Distribution

    • py2exe - Freezes Python scripts (Windows).

  • Documentation

    • Sphinx - Python Documentation generator.

  • E-commerce

    • shoop - An open source E-Commerce platform based on Django.

  • Editor Plugins and IDEs

    • PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.

  • Environment Management

    • venv - (Python standard library in Python 3.3+) Creating lightweight virtual environments.

  • Files

    • mimetypes - (Python standard library) Map filenames to MIME types.
    • pathlib - (Python standard library) An cross-platform, object-oriented path library.

  • Foreign Function Interface

    • ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
    • PyCUDA - A Python wrapper for Nvidia's CUDA API.

  • GUI

    • curses - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
    • kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
    • pyglet - A cross-platform windowing and multimedia library for Python.
    • PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
    • PyQt - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.
    • PySide - Python bindings for the [Qt](http://www.qt.io/) cross-platform application and UI framework, supporting the Qt v4 framework.
    • Tkinter - Tkinter is Python's de-facto standard GUI package.
    • urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
    • wxPython - A blending of the wxWidgets C++ class library with the Python.

  • Game Development

    • Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.
    • Panda3D - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.
    • Pygame - Pygame is a set of Python modules designed for writing games.
    • PySDL2 - A ctypes based wrapper for the SDL2 library.
    • RenPy - A Visual Novel engine.

  • Geolocation

    • GeoDjango - A world-class geographic web framework.

  • HTML Manipulation

    • BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
    • xmldataset - Simple XML Parsing.

  • Hardware

    • Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.

  • Image Processing

    • imgSeek - A project for searching a collection of images using visual similarity.
    • pyBarcode - Create barcodes in Python without needing PIL.
    • pygram - Instagram-like image filters.

  • Implementations

    • Jython - Implementation of Python programming language written in Java for the Java virtual machine (JVM).
    • Numba - Python JIT compiler to LLVM aimed at scientific Python.
    • PyPy - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. The interpreter uses black magic to make Python very fast without having to add in additional type information.
    • Stackless Python - An enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads.

  • Interactive Interpreter

  • Job Scheduler

    • Joblib - A set of tools to provide lightweight pipelining in Python.

  • Logging

    • logging - (Python standard library) Logging facility for Python.

  • Machine Learning

  • Microsoft Windows

    • Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
    • PyWin32 - Python Extensions for Windows.
    • WinPython - Portable development environment for Windows 7/8.
    • pythonlibs - Unofficial Windows binaries for Python extension packages.

  • Miscellaneous

    • Tryton - A general purpose business framework.

  • Natural Language Processing

    • Pattern - A web mining module for the Python.
    • spaCy - A library for industrial-strength natural language processing in Python and Cython.

  • Network Virtualization

    • Mininet - A popular network emulator and API written in Python.
    • Pyretic - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.

  • Networking

    • asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
    • awesome-asyncio
    • Twisted - An event-driven networking engine.
    • pyzmq - A Python wrapper for the ZeroMQ message library.

  • ORM

  • Package Management

    • pip - The Python package and dependency manager.
    • Curdling - Curdling is a command line tool for managing Python packages.

  • Package Repositories

    • Warehouse
    • bandersnatch - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
    • devpi - PyPI server and packaging/testing/release tool.

  • RESTful API

    • django-tastypie - Creating delicious APIs for Django apps.
    • flask-api - Browsable Web APIs for Flask.
    • falcon - A high-performance framework for building cloud APIs and web app backends.

  • RPC Servers

    • SimpleXMLRPCServer - (Python standard library) Simple XML-RPC server implementation, single-threaded.

  • Science

    • Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
    • PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
    • RDKit - Cheminformatics and Machine Learning Software.
    • SimPy - A process-based discrete-event simulation framework.
    • elasticsearch-py - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).

  • Specific Formats Processing

    • openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
    • ReportLab - Allowing Rapid creation of rich PDF documents.

  • Static Site Generator

    • Hyde - Jinja2-based static web site generator.
    • Lektor - An easy to use static CMS and blog engine.
    • Nikola - A static website and blog generator.
    • Tinkerer - Tinkerer is a blogging engine/.static website generator powered by Sphinx.

  • Template Engine

    • Genshi - Python templating toolkit for generation of web-aware output.

  • Testing

    • pytest - A mature full-featured Python testing tool.
    • unittest - (Python standard library) Unit testing framework.
    • mock - (Python standard library) A mocking and patching library.

  • Text Processing

    • difflib - (Python standard library) Helpers for computing deltas.
    • PLY - Implementation of lex and yacc parsing tools for Python.
    • pyparsing - A general purpose framework for generating parsers.

  • Third-party APIs

  • WSGI Servers

    • fapws3 - Asynchronous (network side only), written in C.
    • uWSGI - A project aims at developing a full stack for building hosting services, written in C.

  • Web Crawling & Web Scraping

    • Scrapy - A fast high-level screen scraping and web crawling framework.

  • Web Frameworks

  • Continuous Integration

    • CircleCI - A CI service that can run very fast parallel testing. (GitHub only)
    • Wercker - A Docker-based platform for building and deploying applications and microservices.

  • Code Quality

    • Codacy - Automated Code Review to ship better code, faster.
    • CodeFactor - Automated Code Review for Git.
    • Landscape - Hosted continuous Python code metrics.

  • Podcasts

  • Twitter

  • Websites

  • Weekly

  • Admin Panels

    • Ajenti - The admin panel your servers deserve.
Programming Languages
Python 4
Categories
Websites 15 Twitter 10 GUI 9 Database Drivers 5 Game Development 5 Web Frameworks 5 Weekly 5 Implementations 4 Networking 4 CMS 4 Static Site Generator 4 Science 4 ORM 4 Configuration 4 Microsoft Windows 4 Image Processing 3 Code Quality 3 Text Processing 3 Testing 3 Podcasts 3 Concurrency and Parallelism 3 Package Repositories 3 RESTful API 3 Cryptography 2 DevOps Tools 2 Network Virtualization 2 Continuous Integration 2 Package Management 2 WSGI Servers 2 Foreign Function Interface 2 Audio 2 Command-line Tools 2 HTML Manipulation 2 Deep Learning 2 Specific Formats Processing 2 Natural Language Processing 2 Files 2 Data Visualization 1 Search 1 Third-party APIs 1 Hardware 1 Data Validation 1 Distribution 1 Admin Panels 1 Environment Management 1 Web Crawling & Web Scraping 1 Build Tools 1 Machine Learning 1 Miscellaneous 1 RPC Servers 1 Data Analysis 1 Computer Vision 1 Interactive Interpreter 1 Template Engine 1 E-commerce 1 Geolocation 1 Asset Management 1 Code Analysis 1 Database 1 Logging 1 Documentation 1 Editor Plugins and IDEs 1 Date and Time 1 Job Scheduler 1
Sub Categories
Keywords
python 5 awesome 4 awesome-list 4 jupyterlab 1 jupyterhub 1 jupyter-notebook 1 jupyter 1 ipython 1 frontend 1 data-visualization 1 data-science 1 recurrent-networks 1 neural-network 1 machine-learning 1 face-images 1 deep-networks 1 deep-learning-tutorial 1 deep-learning 1 postgresql 1 postgres 1 zeromq 1 cython 1 panel 1 linux 1 javascript 1 angular 1 ajenti 1 administration 1 sqlalchemy 1 rdbms 1 orm 1 list 1 databases 1 python-asyncio 1 coroutines 1 closember 1 asyncio 1 visualization 1 jupyterlab-extension 1 database 1