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Aug 24, 2022 · The many Python uses are why the language is so popular; you can build software, develop web services, perform data analytics and visualization, and train machine learning models for free. The list of Python tools mentioned in this post will help beginners start their Python development journey.
- SciPy. It’s a free and open-source tool that can be accessed by anyone built to solve mathematical, scientific, and engineering calculations. Travis Oliphant, Eric Jones, and Pearu Peterson introduced it first in 2001.
- Scikit-learn. A well-known, very popular, highly used, open-source tool that was also known as scikit-learn and sk-learn was introduced back in 2007 by David Cournapeau during Google Summer of Code (GSoC) and was published in 2010.
- Keras. Another open-source neural network library was introduced first by François Chollet (Google Engineer) in 2015. Keras was written in python and boats on the top of some of the most popular libraries such as theano, and TensorFlow.
- Selenium. If you want to write test scripts in a certain language like Java, C# or PHP, and many more then selenium is for you. With selenium, you can combine it with multiple languages and can also perform tests from literally any web browser (like chrome, explorer, safari, etc.)
To make things easier, you’ll break your list into two broad categories of tools: the ones built exclusively for Python development and the ones built for general development that you can use for Python. You’ll explore some Whys and Why Nots for each.
- IDLE. IDLE (Integrated Development and Learning Environment) is a default editor that accompanies Python. This IDE is suitable for beginner level developers.
- PyCharm. PyCharm is a widely used Python IDE created by JetBrains. This IDE is suitable for professional developers and facilitates the development of large Python projects.
- Visual Studio Code. Visual Studio Code is an open-source (and free) IDE created by Microsoft. It finds great use for Python development. VS Code is lightweight and comes with powerful features that only some of the paid IDEs offer.
- Sublime Text 3. Sublime Text is a very popular code editor. It supports many languages, including Python. It is highly customizable and also offers fast development speeds and reliability.
Jan 22, 2022 · To get the most out of the language, developers need to familiarize themselves with Python tools to enhance their SDLC (Software Development Life Cycle) skills. This list of tools will help you become a more well-rounded Python programmer in 2022 and beyond.
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1. Top Python developer tools. 1.1. PyCharm IDE. 1.2. Jupyter Notebook. 1.3. Keras. 1.4. Pip Package. 1.5. Vim. 1.6. Selenium. 1.7. Sublime Text. 1.8. Sphinx. 1.9. Thonny. 1.10.