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deanm0000 committed Feb 13, 2024
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## Numba

[NumBa](https://numba.pydata.org/) is an open source JIT compiler that allows you to create your own ufuncs entirely within python. The key is to use the [@guvectorize](https://numba.readthedocs.io/en/stable/user/vectorize.html#the-guvectorize-decorator) decorator. One popular use case is conditional cumulative functions. For example, suppose you want to take a cumulative sum but have it reset whenever it gets to a threshold.
[Numba](https://numba.pydata.org/) is an open source JIT compiler that allows you to create your own ufuncs entirely within python. The key is to use the [@guvectorize](https://numba.readthedocs.io/en/stable/user/vectorize.html#the-guvectorize-decorator) decorator. One popular use case is conditional cumulative functions. For example, suppose you want to take a cumulative sum but have it reset whenever it gets to a threshold.

### Example

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