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Version 0.2.0

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@borchehq borchehq released this 05 Sep 05:51
· 14 commits to master since this release
v0.2.0
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Version 0.2.0

Renamed to IncStatsPy

Library Renaming:

  • The library has been renamed to better reflect its core purpose of calculating statistics in an incremental manner. This update aims to improve clarity for users, emphasizing the library's ability to handle (real-time), continuously updated statistical calculations.

What is IncStatsPy?

RStatsPy 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, RStatsPy 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.
  • 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. User might experience a variety of bugs.
Please feel free to open issues for both bugs and feature requests.
The API might change in future.

Installation

You can install IncStatsPy via pip:

pip install incstatspy
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