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A python module that computes multi-dimensional histogram.

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histnd

A python module that computes multi-dimensional histogram.

The serial version should be faster that numpy.histogramdd when sample scale is small.

The parallel version should be faster that numpy.histogramdd when sample scale is large.

Both versions should beat numpy.histogramdd if the number of dimensions is high.

Installation

cd path/to/this/repo
pip install .

TODO list

  • update documentation
  • implementation of histnd_parallel_py() with generic data types of Rust
  • benchmarks

Examples

Python example scripts are located here.

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A python module that computes multi-dimensional histogram.

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