Add log-scaling option to gp_fromdata.py script
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- Dominant language
- Python
- Stars
- 6
- Forks
- 2
- Avg merge
- 20m
- Merged PRs (30d)
- 2
Description
We can add a flag to perform a log-transform on the response variable before training a GP on the data. Note, there is already a log flag for logging results, so we will have to be careful with names if we implement this.
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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 with the gp_fromdata.py script and inspect how its existing log flag is defined and used. Add a distinct command-line option for transforming the response before GP training, and verify that the existing result-logging behavior remains separate from the new option.
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Assessment
- Tech stack
- python
- Domain
- cli, machine-learning
- Issue type
- Feature
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 55/100