PyCharm is a dedicated Python Integrated Development Environment (IDE) providing a wide range of essential tools for Python developers, tightly integrated to create a convenient environment for productive Python, web, and data science development.
PyCharm is one of the widely used Python IDE which was created by Jet Brains. It is one of the best IDE for Python. PyCharm is all a developer need for productive Python development. With PyCharm, the developers can write neat and maintainable code.
“It is probably the best IDE for Python projects as it has so many Python-orientated features. … “Also PyCharm has some tools to find errors and helps you to correct them.
Spyder is an open-source cross-platform integrated development environment (IDE) for scientific programming in the Python language.
Spyder is a powerful scientific environment written in Python, for Python, and designed by and for scientists, engineers and data analysts. It offers a unique combination of the advanced editing, analysis, debugging, and profiling functionality of a comprehensive development tool with the data exploration, interactive execution, deep inspection, and beautiful visualization capabilities of a scientific package.
In conclusion, for scientific use maybe Spyder is the best free Python IDE (for Windows, Linux, and OS-X). If you are a more general programmer or want to have a lot of features within the user interface, PyCharm may be your choice!
Anaconda is a distribution of the Python and R programming languages for scientific computing (data science, machine learning applications, large-scale data processing, predictive analytics, etc.), that aims to simplify package management and deployment.
Anaconda® is a package manager, an environment manager, a Python/R data science distribution, and a collection of over 7,500+ open-source packages. Anaconda is free and easy to install, and it offers free community support.
Atom is a free and open-source text and source code editor developed by GitHub (Atom – A Hackable Text and Source Code Editor for Linux). Its developers call it a “hackable text editor for the 21st Century” (Atom 1.0). … It is as welcoming to a newbie as it is for an experienced developer.
Atom is highly customizable. You can install packages as per your need. Some of the commonly used packages in Atom for Python development are autocomplete-python, linter-flake8, python-debugger, etc.
Jupyter is a free, open-source, interactive web tool known as a computational notebook, which researchers can use to combine software code, computational output, explanatory text, and multimedia resources in a single document.
Jupyter Notebook is an open-sourced web-based application that allows you to create and share documents containing live code, equations, visualizations, and narrative text. … The IDE also includes data cleaning and transformation, numerical simulation, statistical modeling, data visualization, and many others.
Jupyter makes iPython, which is a python REPL (i.e. what you can type lines of python into and get immediate results). It has nice usability features but isn’t fundamentally different from “normal” python. Jupyter also makes Jupyter notebooks, which used to be called iPython notebooks.
Visual Studio Code is a freeware source-code editor made by Microsoft for Windows, Linux, and macOS.Features include support for debugging, syntax highlighting, intelligent code completion, snippets, code refactoring, and embedded Git. Users can change the theme, keyboard shortcuts, preferences, and install extensions that add additional functionality.
VSCode is one of the best editors. With the vim plugin, it’s even better. You have the comfort of a bunch of plugins for all languages
7.Sublime Text 3
Sublime Text is the third-most-popular code editor, used by 28.9% of respondents in the 2018 Stack Overflow 2018, down slightly from 31% in 2016. … If performance is your top priority, Sublime Text loads, manages and navigates large projects incredibly well.
Sublime Text can be used for much more than Python development and there are many useful tutorials that are not targeted at a specific programming language that is still useful. Supercharge your Sublime Text 3 to increase your productivity provides many shortcuts and tricks for using the editor.
Thonny is an integrated development environment for Python that is designed for beginners. It supports different ways of stepping through the code, step-by-step expression evaluation, detailed visualization of the call stack, and a mode for explaining the concepts of references and heap.
Though Thonny is intended for beginners, it has several useful features that also make it a good IDE for full-fledged Python development. Some of its features are syntax error highlighting, debugger, code completion, step through expression evaluation, etc.