IPython
Interactive shell and kernel for code execution, data visualization, and parallel computing in Python
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| + | Interactive Python Shell | Powerful environment for executing and experimenting with Python code |
|---|---|---|
| + | Jupyter Kernel | Integrates with Jupyter Notebooks, the industry standard for interactive data science workflows |
| + | Object Introspection | Enables detailed examination of variables and objects, for code debugging and understanding |
| + | Input History Persistence | Saves your past commands for easy recall and avoids repetitive typing |
| + | Caching of Output Results | Creates references for previously computed results, improving performance and avoiding recalculations |
| + | Extensible Tab Completion | Saves time by automatically suggesting relevant completions for variables, keywords, and functions |
| + | Magic (Configuration) Commands | System of commands for controlling the environment, automation, and advanced tasks |
| + | Integrated Debugger and Profiler | Tools for troubleshooting code issues and optimizing performance |
| + | Parallel Computing Tools | Allows distribution of computationally intensive tasks across multiple cores or machines |
| + | Interactive Data Visualization | Supports visual exploration of data |
| - | Learning Curve | Certain features, like magic commands, have a learning curve; and advanced features can be overwhelming for those new to Python programming |
| - | Less Visual Feedback | Less visual feedback for errors or warnings compared to some IDEs that highlight issues directly in the code |
System Requirements
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Alternatives
Shell
No alternative software available under 'Shell' category.
No alternative software available under 'Shell' category.
Notes
Many pieces which were previously part of IPython were split out in version 4, and now have their own documentation.
- Jupyter includes:
- The Jupyter notebook and notebook file format
- The Jupyter Qt console
- The kernel messaging protocol
- Many other components
- ipyparallel (formerly IPython.parallel)
- ipykernel (minimal docs, only release notes for the ipykernel package)
- ipywidgets (formerly IPython.html.widgets)
- Traitlets, the config system used by IPython and Jupyter
- source