Metadata-Version: 2.4
Name: bunker-stats
Version: 0.1.0
Requires-Dist: numpy>=1.22
Requires-Dist: pandas>=1.5
Summary: Rust-powered statistical and styling toolkit for pandas DataFrames
Author-email: Your Name <you@example.com>
License: MIT
Requires-Python: >=3.9
Description-Content-Type: text/markdown; charset=UTF-8; variant=GFM
Project-URL: Homepage, https://github.com/yourname/bunker-stats
Project-URL: Repository, https://github.com/yourname/bunker-stats

# bunker-stats

Rust-powered statistical and styling toolkit for pandas DataFrames.

Features:
- Fast mean / std / variance / z-score
- Percentiles, IQR, MAD, RobustScaler
- Rolling mean/std/z, EWMA
- Covariance & correlation (pairwise + matrix)
- Outlier detection (IQR & z-score)
- Winsorization, ECDF, KDE
- Pandas helpers for styled DataFrames (demean, z-score, outliers, corr heatmap)

