https://github.com/alanmenchaca/numpy-notes
collection of notes to learn numpy!
https://github.com/alanmenchaca/numpy-notes
jupyter-notebooks numpy python
Last synced: 7 months ago
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collection of notes to learn numpy!
- Host: GitHub
- URL: https://github.com/alanmenchaca/numpy-notes
- Owner: alanmenchaca
- Created: 2020-10-06T07:03:49.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2025-07-05T21:56:31.000Z (7 months ago)
- Last Synced: 2025-07-05T22:26:54.134Z (7 months ago)
- Topics: jupyter-notebooks, numpy, python
- Language: Jupyter Notebook
- Homepage:
- Size: 398 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# numpy-notes
a powerful python library for numerical computing, it provides support for large, multi-dimensional arrays and matrices, along with a collection of high-level mathematical functions to operate on these arrays.
### [hyperlinks](https://nbviewer.jupyter.org/github/alanmenchaca/numpy-notes/tree/main/) to view notebooks
* [introduction to numpy](https://nbviewer.jupyter.org/github/alanmenchaca/numpy-notes/blob/main/Introduction_to_NumPy.ipynb)
* [creating arrays](https://nbviewer.jupyter.org/github/alanmenchaca/numpy-notes/blob/main/Creating_Arrays.ipynb)
* [indexing and slicing](https://nbviewer.jupyter.org/github/alanmenchaca/numpy-notes/blob/main/Indexing_and_Slicing.ipynb)
* [reshaping and resizing](https://nbviewer.jupyter.org/github/alanmenchaca/numpy-notes/blob/main/Reshaping_and_Resizing.ipynb)
* [vectorized expressions](https://nbviewer.jupyter.org/github/alanmenchaca/numpy-notes/blob/main/Vectorized_Expressions.ipynb)
### numpy installation
you can install numpy using either of the following methods:
```sh
# conda
conda install numpy
```
```sh
# or PyPI
pip install numpy
```
the source code is hosted on github: [numpy gitHub](https://github.com/numpy/numpy)
**insights and summaries from the book:**
Robert, J. (2019). Numerical Python, 2nd Edition. Chiba: Apress