spml2-mltools

Overview

spml2-mltools is a convenient package for applying machine learning workflows with a Streamlit app, generating Excel outputs, and visualizations.

Installation

pip install --upgrade spml2-mltools

Quick Start

1. Initialize Example Files

   spml2 init
   # or
   spml init
   

   This creates: - spml2_main.py - options_user.py - models_user.py

2. Run Classification

   python spml2_main.py
   

3. Launch the Web UI

   spml2 web
   # or
   spml web
   

Features

• Streamlit-based web runner

• ROC curve visualization

• Feature importances

• SHAP graphs

• Excel output generation

Documentation

• Homepage

• Documentation

• Issues

• Changelog