A small package with fast numpy routines written in cython
pip install numpyx
All functions here are specialized for double arrays only
Short-cut functions
These functions are similar to numpy functions but are faster by
exiting out of a loop when one element satisfies the given condition
* any_less_than
* any_less_or_equal_than
* any_greater_than
* any_greater_or_equal_than
* any_equal_to
* array_is_sorted
* allequal
minmax1d
~~~~~~~~
Calculate min. and max. value in one go
searchsorted1
~~~~~~~~~~~~~
like search sorted, but for 1d double arrays. It is faster than the more generic numpy version
searchsorted2
~~~~~~~~~~~~~
like search sorted but allows to search across any column of a 2d array
nearestidx
~~~~~~~~~~
Return the index of the item in an array which is nearest to a given value. The
array does not need to be sorted (this is a simple linear search)
nearestitem
~~~~~~~~~~~
For any value of an array, search the nearest item in another array and put its
value in the output result
weightedavg
~~~~~~~~~~~
Weighted averageof a time-series
trapz
~~~~~
trapz integration specialized for contiguous / double arrays. Quite faster than generic numpy/scipy
FAQs
Utility functions for numpy, written in cython
We found that numpyx demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Security News
PyPI confirms no security flaws were exploited in the Ultralytics supply chain attack and highlights improvements for safer package publishing.
Security News
Research
The Socket Research Team breaks down a malicious wrapper package that uses obfuscation to harvest credentials and exfiltrate sensitive data.
Research
Security News
Attackers used a malicious npm package typosquatting a popular ESLint plugin to steal sensitive data, execute commands, and exploit developer systems.