This project, which the Project Jupyter team says will eventually replace Jupyter Notebook, is also extensible with third-party plugins. It’s great for data scientists that want to explain how they imported a CSV file and used Numpy to evaluate the data step by step.įor users wanting more advanced functionality, JupyterLab offers a next-generation interface and a visual debugger.
Writing Python in a notebook is like telling the story of your program in a web page. This was the feature that we found most useful when using this environment. They are state persistent, meaning that you can use the output of one section (such as a variable assignment) when running another section of code. You can create sections of Python code within your document that you can run at any time. It's great for creating tutorials that others can learn from, or simply for keeping track of your own Python projects as they evolve. Literate programming allows you to mix regular text with code, so that you can document what your code does alongside the code itself. Written in Python, Jupyter Notebook lacks some features found in other popular IDEs out of the box, such as a built-in debugger, but it makes up for this with its literate programming approach. Jupyter Notebooks runs in your web browser, but because the relevant files run on your local computer you won’t need an internet connection to use it. Think of Jupyter Notebook as a quasi-IDE in your browser, allowing you to create, save, and open notebook documents containing rich-text elements and code. On the upside, it will also support you as you scale up to more sophisticated projects. This is an IDE that gives you the basic features you want for a simple solo coding project but will definitely take some work with the documentation to get accustomed to its many features. The three-pane standard interface isn’t the prettiest we’ve seen, but it is highly functional, offering a bewildering but complete array of options. Upon installation, this free open-source IDE offers a configuration interface that lets you tweak many facets of the system. It supports handy tools like an integrated to-do item generator that will help you keep track of outstanding coding tasks, along with integrated chat and shared editing features for collaborating with teams. It features the regular syntax highlighting and auto completion features, but goes a lot further, with extra goodies such as a class browser and built-in integration with version control systems such as Mercurial or Git.Įric's true strength lies in its project management features, though. Whereas Emacs encourages people never to lift their fingers from the keyboard, this program uses a GUI for mouse jockeys. Eric is another powerful Python IDE and is written in Python itself, meaning that it runs on any system that the language is compatible with.
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