Keras Integration Issues
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Description
@janvanrijn Let's discuss Keras integration problem here.
As said by Joaquin:
We have a similar issue with Keras models, which have the entire network expressed as a hyperparameter. This is a working example: https://www.openml.org/r/9201688
but if the network gets too big we run into the same issue.
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
No files, tests, or entry points are named. Start by reproducing the working Keras example at https://www.openml.org/r/9201688 and investigate how larger networks are represented as hyperparameters. Done would require an agreed solution for Keras models whose network exceeds the current handling limits.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- keras
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100