Add Hausdorff distance in Metrics
Open
Nobody has claimed this yet.
enhancement
help wanted
- Dominant language
- Python
- Stars
- 4.8k
- Forks
- 726
- Avg merge
- 5d 21h
- Merged PRs (30d)
- 5
Description
I think it would be nice to add a standard implementation of the Hausdorff distance in Ignite as a Metric.
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 reviewing Ignite's existing Metric implementations and their associated tests to understand the expected API and conventions. Define the intended Hausdorff distance behavior and edge cases from the issue discussion, then add the Metric and tests demonstrating the standard distance calculation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 45/100