Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[WIP] Lgbm linear reader #151

Open
wants to merge 3 commits into
base: main
Choose a base branch
from

Conversation

bammari
Copy link
Collaborator

@bammari bammari commented Jun 19, 2024

This PR allows for users to utilize the linear-tree formulations in OMLT with trained linear LightGBM models (e.g. tree ensembles with linear models in the leaf nodes rather than constants).

The EnsembleDefinition class allows users to pass trained LightGBM Boosters. Additionally, users can pass JSONs generated from the dump_model() method from LightGBM.

Legal Acknowledgement
By contributing to this software project, I agree my contributions are submitted under the BSD license.
I represent I am authorized to make the contributions and grant the license.
If my employer has rights to intellectual property that includes these contributions,
I represent that I have received permission to make contributions and grant the required license on behalf of that employer.

@jalving
Copy link
Collaborator

jalving commented Aug 22, 2024

is this still WIP @bammari ?

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants