NoTears Implementation in causal-learn
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- Dominant language
- Python
- Stars
- 1.7k
- Forks
- 274
- PR merge metrics
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Description
Hi!
I have worked on my own implementation of NoTears in PyTorch. I noticed in your repo, there is no NoTears implementation. I was thinking of contributing to your repo by adding in NoTears. My thinking is to make the NoTears similar to LiNGAM.
NoTears paper: https://arxiv.org/pdf/1803.01422
(or https://arxiv.org/abs/1803.01422)
Thanks!
Contributor guide
No contributing guide indexed for this repository
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 reviewing the repository's existing LiNGAM implementation and the linked NoTears paper to determine the expected API and algorithm scope. No target files, tests, or acceptance criteria are named; done would require a NoTears implementation integrated consistently with the project and verified by appropriate tests.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100