Non Parametric Python Packages

surpyval

A Python package for survival analysis. The most flexible survival analysis package available. SurPyval can work with arbitrary combinations of observed, censored, and truncated data. SurPyval can also fit distributions with 'offsets' with ease, for example the three parameter Weibull distribution.

statmorph

Python code for calculating non-parametric morphological diagnostics of galaxy images.

localreg

Local Polynomial Regression

kernreg

Tool for non-parametric curve fitting using local polynomials.

jumpdiff

JumpDiff: Non-parametric estimator for Jump-diffusion processes for Python

nopapy

🛠「NopaPy」是一个开源易用的非参数统计Python库。