spml2-mltools is a convenient package for applying machine learning workflows with a Streamlit app, generating Excel outputs, and visualizations.
pip install spml2-mltoolsspml2 init
# Creates:
# - spml2_main.py
# - options_user.py
# - models_user.pyYou can also use:
spml initpython spml2_main.pyspml2 web
You can also use:
spml web
- Streamlit-based web runner
- ROC curve visualization
- Feature importances
- SHAP graphs
- Excel output generation
If you use spml2-mltools in your research cite as:
@misc{spml2-mltools,
author = {Sermet Pekin},
title = {spml2-mltools: a convenient package for applying machine learning workflows with a Streamlit app, generating Excel outputs, and visualizations.},
year = {2025},
publisher = {GitHub},
url = {https://github.com/SermetPekin/spml2}
}