Simple and fast histogramming in Python accelerated with OpenMP
pygram11
Simple and fast histogramming in Python accelerated with OpenMP with help from pybind11.
pygram11 provides functions for very fast histogram calculations (and the variance in each bin) in one and two dimensions. The API is very simple; documentation can be found here (you’ll also find some benchmarks there).
Installing
From PyPI
Binary wheels are provided for Linux and macOS. They can be installed
from PyPI via pip:
pip install pygram11
From conda-forge
For installation via the conda package manager pygram11 is part of
conda-forge.
conda install pygram11 -c conda-forge
Please note that on macOS the OpenMP libraries from LLVM (libomp)
and Intel (libiomp) may clash if your conda environment includes
the Intel Math Kernel Library (MKL) package distributed by
Anaconda. You may need to install