Top 5 Python IDEs
The best Python IDEs for data science that make data analysis and machine learning easier!
Spyder
Image credit datacamp.com |
Features Spyder contains features like a text editor with syntax highlighting, code completion and variable exploring, which you can edit its values using a Graphical User Interface (GUI).
PyCharm
PyCharm is an IDE made by the folks at JetBrain, a team responsible for one of the most famous Java IDE, the IntelliJ IDEA.
Rodeo
You should try it out because… This IDE, which is clearly distinguishable from the logo with the orange hat was built specifically for data analysis.
Atom
You should try it out because… Although this text editor is available for many popular programming languages such as Ruby on Rails, PHP, Java and so on, Atom has interesting features that create a good experience for Python developers.
Jupyter Notebook
Image credits:
- https://en.wikipedia.org/wiki/Spyder_(software)
- https://datayo.wordpress.com/2015/06/23/pycharm-python-ide-for-data-scientist/
- https://www.yhat.com/products/rodeo
- https://atom.io/packages/hydrogen
- https://docs.microsoft.com/en-us/azure/virtual-machines/linux/jupyter-notebook
- https://nteract.io
- https://blog.miguelgrinberg.com/post/visual-studio-code-for-python-developers
- https://www.linkedin.com/pulse/sublime-text-your-all-in-one-data-science-ide-eric-wei
- http://thonny.org
Comments
Post a Comment