spml2-mltools 1.0.31

A convenient package for applying machine learning workflows with a Streamlit app, generating Excel outputs and visualizations.

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 spml2-mltools

---

Quick Start

1. Initialize Example Files

spml2 init
# Creates:
# - spml2_main.py
# - options_user.py
# - models_user.py

2. Run Classification

python spml2_main.py

3. Launch the Web UI

spml2 web

You can also use:

spml web

if installed with the alternate entry point.

---

Features

• Streamlit-based web runner
• ROC curve visualization
• Feature importances
• SHAP graphs
• Excel output generation

---

Documentation

• Homepage
• Documentation
• Issues
• Changelog

---