si4pipeline-gui 0.7.0

A Streamlit-based GUI for statistical test for feature selection pipeline via selective inference

si4pipeline-gui

This package provides the user-friendly graphical user interface (GUI) for the si4pipeline package, which allows users to perform a statistical test for any feature selection pipeline by selective inference. The technical details of the statistical test methods are described in the paper "Statistical Test for Feature Selection Pipelines by Selective Inference".

Requirements

This package has the following dependencies:

• Python (version 3.10 or higher, we use 3.12.10)
• si4pipeline (version 1.0.1 or higher)
• streamlit (version 1.45.0 or higher)
• barfi (version 1.1.0)

Installation and Usage

You can install this package from the PyPI using pip.

pip install si4pipeline-gui

Run the application:

si4pipeline-gui

Then, you can access the GUI by opening the browser and go to the following URL: http://localhost:8501

Note When the application is launched for the first time, the application creates a directory in your home folder to store pipeline definitions: ~/.si4pipeline_gui/

Installation from code repository

If you want to install the latest version of this package from the code repository, please clone the repository and install it as follows:

1. Clone the repository:
2. Change the directory to the cloned repository:

   cd si4pipeline-gui
   

3. Install the required dependencies:

   pip install si4pipeline==1.0.1
   pip install streamlit==1.45.0
   pip install barfi==1.1.0
   

4. Run the application:

   cd si4pipeline_gui
   streamlit run app.py
   

   Then, you can access the demo by opening the browser and go to the following URL: http://localhost:8501