Its name and logo are an homage to galileo 's discovery of the moons of jupiter, as documented in notebooks attributed to galileo. It allows users to write and execute python code through the browser, especially suited for machine learning, data analysis, and education. Ipython (interactive python) is a command shell for interactive computing in multiple programming languages, originally developed for the python programming language, that offers introspection, rich media, shell syntax, tab completion, and history Ipython provides the following features Jupyter notebook, an example of a notebook interface a notebook interface or computational notebook is a virtual notebook environment used for literate programming, a method of writing computer programs [1] some notebooks are wysiwyg environments including executable calculations embedded in formatted documents
Others separate calculations and text into separate sections Jupyter notebook — an ide that supports markdown, python, julia — r and several other languages Kaggle notebooks — an online ide for python and r with integrated data science libraries, free gpus, and collaborative features Komodo ide — an ide photos python, perl, php and ruby. Hugging face's transformers library can manipulate large language models [4] jupyter notebooks can execute cells of python code, retaining the context between the execution of cells, which usually facilitates interactive data exploration
Pycharm is an integrated development environment (ide) used for programming in python It provides code analysis, a graphical debugger, an integrated unit tester, integration with version control systems, and supports web development with django. A common use of binder is for sharing a jupyter notebook in a way that the recipient can immediately execute in a browser [3] the binder project maintains core libraries and documentation for running binder services, which make those projects available, as well as binderhub, a tool for deploying such services via common cloud computing.
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