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Version 0.3.2

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@borchehq borchehq released this 09 Sep 12:52
v0.3.2
a3eb80a

Version 0.3.2

Bug fixes

Improvements

Fixed several bugs which caused segmentation faults under certain circumstances.

What is IncStatsPy?

IncStatsPy is a powerful Python C extension designed for efficient computation of incremental statistics on NumPy arrays. Whether you need to calculate mean, variance, skewness, kurtosis, or higher-order central moments, IncStatsPy provides optimized functions to make these computations fast and easy.

Key Features

  • Running Mean: Compute the mean of data along a specified axis.
  • Running Variance: Calculate the variance of your dataset efficiently.
  • Min and Max: Calculate the minimum and maximum values along the specified axis.
  • Skewness: Measure the asymmetry of the probability distribution of your data.
  • Kurtosis: Determine the "tailedness" of the distribution.
  • Central Moments: Compute central moments up to the p-th order with optional standardization.

Caveats

This is a pre-release. Users might experience a variety of bugs.
Please feel free to open issues for both bugs and feature requests.
The API might change in future releases.

Installation

You can install IncStatsPy via pip:

pip install incstatspy
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