linkedin / linkedin/FastTreeSHAP
"shap" as a dependency?
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 566
- Forks
- 38
- PR merge metrics
- No merged PRs in 30d
Description
Hi! Fasttreeshap is great example of real applied computer science research, thank you! It is much faster and configurable than the original `shap`package.
We were wondering if the referenced original `shap` package could be removed from Fasttreeshap, as it looks like it's only used for non-essential code, and as `shap` is a huge library, it could speed up the installation process and could make Fastreeshap's installation a lot more lightweight.
Thank you for considering it!
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by locating the dependency declaration and searching the repository for imports or usages of the `shap` package. Check whether those usages are non-essential, then run the existing tests and verify that installation works without the dependency. Done means the package is no longer required and the project remains functional.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Refactor
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100