I authored this package as I needed to generate confidence intervals for time series data without using SciPy. Sharing this here, as this could be a useful package for others :)
Included Models:
- Linear regression
- Ridge regression
- Linear spline
- Isotonic regression
- Bin regression
- Cubic spline
- Natural cubic spline
- Exponential moving average
- Kernel functions (Gaussian, KNN, Weighted average)
Included Models: - Linear regression - Ridge regression - Linear spline - Isotonic regression - Bin regression - Cubic spline - Natural cubic spline - Exponential moving average - Kernel functions (Gaussian, KNN, Weighted average)