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
This package requires the following packages:
- matplotlib
- mpmath
- numpy
- opencv-python
- pandas
- scipy
- seaborn
- statsmodels
- tqdm
Use pip to install si4ul package. Required packages will be also installed automatically.
$ pip install si4ul