> For the complete documentation index, see [llms.txt](https://irosyadi.gitbook.io/irosyadi/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://irosyadi.gitbook.io/irosyadi/programming/numpy-resource.md).

# Numpy Resources

## Numpy

* [Visual Guide to Numpy](https://medium.com/better-programming/numpy-illustrated-the-visual-guide-to-numpy-3b1d4976de1d)

## Numpy

* [100 Numpy Experiments](https://github.com/rougier/numpy-100)
* [Numpy Ilustrated](https://medium.com/better-programming/numpy-illustrated-the-visual-guide-to-numpy-3b1d4976de1d?source=friends_link\&sk=57b908a77aa44075a49293fa1631dd9b)

## Numpy

* [rougier/numpy-100: 100 numpy exercises (with solutions)](https://github.com/rougier/numpy-100)
* [matplotlib/cheatsheets: Official Matplotlib cheat sheets](https://github.com/matplotlib/cheatsheets)
* [NumPy Illustrated: The Visual Guide to NumPy by Lev Maximov Better Programming Dec, 2020 Medium](https://medium.com/better-programming/numpy-illustrated-the-visual-guide-to-numpy-3b1d4976de1d)