LASSO BBN

This project learns Bayesian Belief Network structures using LASSO regression. The project is work-in-progress and where appropriate, we have stated work that remains to be done (e.g. TODO).

You may install lassobbn from pypi.

pip install lassobbn

Content

• Quickstart
• Data
• Meta Information
• Learning
• Inference
• Algorithm
• API Documentation
• Other APIs
• Bibliography

Indices and tables

• Index

• Module Index

• Search Page

Copyright

Software

Copyright 2021 Farrokh Alemi and Jee Vang

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

Art

Copyright 2021 Daytchia Vang

Citation

@misc{alemi_2021,
title={lasso-bbn},
url={https://lasso-bbn.readthedocs.io/},
author={F. Alemi, J. Vang},
year={2021},
month={Aug}}

Authors

Farrokh Alemi, Ph.D.

• Biography

Jee Vang, Ph.D.

• Patreon: support is appreciated

• GitHub: sponsorship will help us change the world for the better

Acknowledgement

This software was funded by Department of Health Administration and Policy (HAP), under the College of Health and Human Services (CHHS) at George Mason University (GMU). The contents are those of the author(s) and do not necessarily represent the official views of, nor an endorsement, by HAP, CHHS, or GMU.

Help

• GitHub: source code

• PyPi: distribution