Used for forms in many cases. Cerberus - A lightweight and extensible data validation library. Validating and deserializing data obtained via XML, JSON, an HTML form post. An implementation of JSON Schema for Python. A library for validating Python data structures. Schematics - Data Structure Validation. Lightweight extensible data validation and adaptation library. A Python data validation library. Data Visualization. Libraries for visualizing data. See: awesome- javascript. Altair - Declarative statistical visualization library for Python. Bokeh - Interactive Web Plotting for Python. Same API as ggplot. R. Matplotlib - A Python 2. D plotting library. Pygal - A Python SVG Charts Creator. Wingware Python IDE - The Intelligent Development Environment for Python Programmers. Py. Graphviz - Python interface to Graphviz. Py. Qt. Graph - Interactive and realtime 2. D/3. D/Image plotting and science/engineering widgets.
Seaborn - Statistical data visualization using Matplotlib. Vis. Py - High- performance scientific visualization based on Open. GL. Database. Databases implemented in Python. DB - A simple and lightweight key- value store for Python. Pipeline. DB - The Streaming SQL Database. Tiny. DB - A tiny, document- oriented database. ZODB - A native object database for Python. A key- value and object graph database. Database Drivers. Libraries for connecting and operating databases. My. SQL - awesome- mysqlmysql- python - The My. SQL database connector for Python. Python 3. oursql - A better My. SQL connector with support for native prepared statements and BLOBs. Py. My. SQL - Pure Python My. SQL driver compatible to mysql- python. Postgre. SQL. psycopg. The most popular Postgre. SQL adapter for Python. A wrapper of the psycopg. Postgre. SQL. txpostgres - Twisted based asynchronous driver for Postgre. SQL. Other Relational Databases. Another Python SQLite wrapper. Store Python dicts in a database - works with SQLite, My. SQL, and Postgre. SQL. pymssql - A simple database interface to Microsoft SQL Server. No. SQL Databases. Python driver for Cassandra. Happy. Base - A developer- friendly library for Apache HBase. Plyvel - A fast and feature- rich Python interface to Level. DB. py. 2neo - Python wrapper client for Neo. Python Thrift driver for Cassandra. Py. Mongo - The official Python client for Mongo. DB. redis- py - The Redis Python Client. Twisted based client for Cassandra. Redis - Twisted based client for Redis. Date and Time. Libraries for working with dates and times. Better dates & times for Python. Chronyk - A Python 3 library for parsing human- written times and dates. Extensions to the standard Python datetime module. A library for clearing up the inconvenient truths that arise dealing with datetimes. A Python library for dealing with dates/times. Inspired by Moment. Pendulum - Python datetimes made easy. Py. Time - A easy- use Python module which aims to operate date/time/datetime by string. World timezone definitions, modern and historical. Brings the tz database into Python. Providing user- friendly functions to help perform common date and time actions. Debugging Tools. Libraries for debugging code. Debugger. ipdb - IPython- enabled pdb. Another drop- in replacement for pdb. A full- screen, console- based Python debugger. Remote vanilla PDB (over TCP sockets). An improbable web debugger through Web. Sockets. Profiler. Display various debug information for Django. A drop- in replacement for Django's runserver. A port of the django- debug- toolbar to flask. Hunter is a flexible code tracing toolkit. Python programs. manhole - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt. Parsing and analyzing ELF files and DWARF debugging information. Debugger capable of attaching to and injecting code into Python processes. Deep Learning. Frameworks for Neural Networks and Deep Learning. See: awesome- deep- learning. Caffe - A fast open framework for deep learning. Keras - A high- level neural networks library and capable of running on top of either Tensor. Flow or Theano. MXNet - A deep learning framework designed for both efficiency and flexibility. Neupy - Running and testing different Artificial Neural Networks algorithms. Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration. Tensor. Flow - The most popular Deep Learning framework created by Google. Theano - A library for fast numerical computation. Dev. Ops Tools. Software and libraries for Dev. Ops. Ansible - A radically simple IT automation platform. Cloud- Init - A multi- distribution package that handles early initialization of a cloud instance. Chef- like functionality for Fabric. Docker Compose - Fast, isolated development environments using Docker. Fabric - A simple, Pythonic tool for remote execution and deployment. Fabtools - Tools for writing awesome Fabric files. A Python clone of Foreman, for managing Procfile- based applications. Open. Stack - Open source software for building private and public clouds. Controlling interactive programs in a pseudo- terminal like GNU expect. A cross- platform process and system utilities module. Salt. Stack - Infrastructure automation and management system. Supervisor process control system for UNIX. Distribution. Libraries to create packaged executables for release distribution. Build and distribute a virtualenv as a Debian package. Nuitka - Compile scripts, modules, packages to an executable or extension module. Freezes Python scripts (Mac OS X). Freezes Python scripts (Windows). Py. Installer - Converts Python programs into stand- alone executables (cross- platform). A tool to build Windows installers, installers bundle Python itself. Documentation. Libraries for generating project documentation. Sphinx - Python Documentation generator. Used by Git. Hub to highlight your Python code! IDE. Li. Clipse - Free polyglot IDE based on Eclipse. Uses Py. Dev for Python support. Py. Charm - Commercial Python IDE by Jet. Brains. Has free community edition available. Spyder - Open Source Python IDE. Email. Libraries for sending and parsing email. Mailing for human beings. A email address and Mime parsing library. Python IMAP for Humans. Python SMTP Server for Humans. Pythonic SMTP Application Server. Marrow Mailer - High- performance extensible mail delivery framework. A mail hosting and management platform including a modern and simplified Web UI. Nylas Sync Engine - Providing a RESTful API on top of a powerful email sync platform. Yet another Gmail/SMTP client. Environment Management. Libraries for Python version and environment management. Pipenv - Sacred Marriage of Pipfile, Pip, & Virtualenv. Dead simple interactive Python version management. Simple Python version management. Python standard library in Python 3. Creating lightweight virtual environments. A tool to create isolated Python environments. A set of extensions to virtualenv. Files. Libraries for file manipulation and MIME type detection. Python standard library) Determine the type of an image. Python standard library) Map filenames to MIME types. A module wrapper for os. Python standard library in Python 3. An cross- platform, object- oriented path library. A Python interface to the libmagic file type identification library. Unipath - An object- oriented approach to file/directory operations. API and shell utilities to monitor file system events. Foreign Function Interface. Libraries for providing foreign function interface. Foreign Function Interface for Python calling C code. Python standard library) Foreign Function Interface for Python calling C code. Py. CUDA - A Python wrapper for Nvidia's CUDA API. SWIG - Simplified Wrapper and Interface Generator. Forms. Libraries for working with forms. Deform - Python HTML form generation library influenced by the formish form generation library. Bootstrap 3 integration with Django. A Django app which lets you create beautiful forms in a very elegant and DRY way. A platform independent Django form serializer. WTForms - A flexible forms validation and rendering library. Functional Programming. Functional Programming with Python. Cy. Toolz - Cython implementation of Toolz: High performance functional utilities. Functional programming in Python: implementation of missing features to enjoy FP. A fancy and practical functional tools. Toolz - A collection of functional utilities for iterators, functions, and dictionaries. GUILibraries for working with graphical user interface applications. Built- in wrapper for ncurses used to create terminal GUI applications. Creating beautiful user- interfaces with Declaratic Syntax like QML. Flexx - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and i. OS. pyglet - A cross- platform windowing and multimedia library for Python. Py. GObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)Py. Qt - Python bindings for the Qt cross- platform application and UI framework, with support for both Qt v. Qt v. 5 frameworks. Py. Side - Python bindings for the Qt cross- platform application and UI framework, supporting the Qt v. A lightweight cross- platform native wrapper around a webview component that allows to display HTML content in its own native dedicated window. Tkinter - Tkinter is Python's de- facto standard GUI package. Toga - A Python native, OS native GUI toolkit. A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. Python - A blending of the wx. Widgets C++ class library with the Python. Game Development. Awesome game development libraries. Cocos. 2d - cocos. D games, demos, and other graphical/interactive applications. It is based on pyglet. Panda. 3D - 3. D 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. Py. Ogre - Python bindings for the Ogre 3. D render engine, can be used for games, simulations, anything 3. D. Py. Open. GL - Python ctypes bindings for Open. Python Training in Bangalore, Best Python Courses Institutes Marathahalli & BTM Layout easy to learn, and it can be used as a stepping stone into other programming languages and frameworks. Python is widely used, including by a number of big companies IBM, HP, Infosys, Accenture, Flipkart, Amazon and many more Job Openings are Plenty to get Placed Immediatly after coursesince a lot of big companies rely on the language, you can make good money as a Python developer.
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