si4ul 0.1.5

selective inference for unsupervised learning

si4ul

This package implements selecrtive inference for unsupervised learning.

• image segmentation

• k-means

• change-point detection

Key references are the following papers:

• Computing Valid p-values for Image Segmentation by Selective Inference

• Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming

Requirements

This package requires the following packages:

• matplotlib

• mpmath

• numpy

• opencv-python

• pandas

• scipy

• seaborn

• statsmodels

• tqdm

Installing si4ul

Use pip to install si4ul package. Required packages will be also installed automatically.

$ pip install si4ul

API Reference

Detailed API reference is available here