Trusted-AI / Trusted-AI/AIX360

LightGBM

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Dominant language
Python
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Description

Hi,

I identified ways to use LightGBM with many of your tools. Let me know if it is something you would like to incorporate into your package. Maybe we can house a tutorial on the repo AIX360 that can show people how to use your tools with LightGBM as I had to develop a few work-around strategies.

https://github.com/firmai/ml-fairness-framework

Best,
Derek

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the issue discussion and the linked ml-fairness-framework repository to understand the proposed LightGBM use cases and workarounds. Before implementation, establish whether the goal is package integration, a tutorial, or both; done requires an agreed scope and a documented, working path for using AIX360 with LightGBM.

Written by the indexing model from the issue text.

Assessment

Tech stack
machine-learning, python
Domain
documentation, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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