5b1ed8d971ef80cb468892e6e96fac1ba7ff1085
pandas used in at least one exercise
## 100 numpy exercises [](http://mybinder.org:/repo/rougier/numpy-100/notebooks/100%20Numpy%20exercises.ipynb) This is a collection of numpy exercises from numpy mailing list, stack overflow, and numpy documentation. I've also created some problems myself to reach the 100 limit. The goal of this collection is to offer a quick reference for both old and new users but also to provide a set of exercises for those who teach. For extended exercises, make sure to read [From Python to NumPy](http://www.labri.fr/perso/nrougier/from-python-to-numpy/). → [Test them on Binder](http://mybinder.org:/repo/rougier/numpy-100/notebooks/100_Numpy_exercises.ipynb) → [Read them on GitHub](100_Numpy_exercises.md) This work is licensed under the MIT license. [](https://zenodo.org/badge/latestdoi/10173/rougier/numpy-100)
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Python
100%