semvec/pypi-packages huggingface dataset:
msfr 0.1.0
Multi-Seasonal Fourier Regression library
License: MIT
Requires Python: >=3.11

# multi-seasonal-fourier-regression (MSFR)
This is a python library for multi-seasonal time series regression with Fourier features and smoothing.

## About MSFR

MSFR (Multi-Seasonal Fourier Regression) was created to address the limitations of traditional polynomial regression in modeling periodic data.  
High-order polynomials often lead to overfitting and unstable forecasts, while ignoring the rich seasonal structures present in many real-world time series.  

By incorporating sinusoidal functions as features, MSFR captures both low and high-frequency patterns with fewer parameters,  
providing smoother and more interpretable forecasts for seasonal and multi-seasonal data.