🚀 First Pre-Release of RStatsPy
I am thrilled to announce the very first pre-release of **RStatsPy**! 🎉
What is RStatsPy?
RStatsPy is a powerful Python C extension designed for efficient computation of running 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 RStatsPy via pip:
sh
pip install rstatspy