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What Is IPython
What Is IPython?
✍: FYIcenter.com
IPython is a comprehensive environment for interactive and exploratory computing with Python language.
IPython has three main components:
"ipython" - Enhanced interactive Python shell - The first component of IPython that:
"Client and Kernel" - Decoupled two-process model - As the second component, IPython has abstracted and extended the notion of a traditional Read-Evaluate-Print Loop (REPL) environment into a two-process model: Client and Kernel.
This decoupling allows us to have several clients connected to the same kernel, and even allows clients and kernels to live on different machines. With the exclusion of the traditional single process terminal-based IPython (what you start if you run ipython without any subcommands), all other IPython machinery uses this two-process model. This includes ipython console, ipython qtconsole, and ipython notebook.
Interactive parallel computing - As the third component, IPython added an architecture that allows parallel computer hardware, such as multicore CPUs, clusters and supercomputers, to be used quickly and easily from Python. Moreover, this architecture is designed to support interactive and collaborative parallel computing.
For more technical information, see IPython documents.
⇒ Install IPython in Conda Environment
⇐ Installing IPython as Jupyter Kernel
2021-11-25, 681🔥, 0💬
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