JuliaAI / JuliaAI/DecisionTree.jl
Feature request
Nobody has claimed this yet.
- Dominant language
- Julia
- Stars
- 364
- Forks
- 100
- PR merge metrics
- No merged PRs in 30d
Description
Hi,
I have been using this package with very large datasets and I very much like it. When saving the models for the deployment the final file (i.e. the model) is extremely large (e.g. 6 GB) even with the compression provided by JLD2.
I was wondering if there is another way to save the models into smaller files or only saving the model without the data itself.
Thank you in advance.
Cheers,
Saer
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First steps
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Research direction
The issue does not name files, tests, or an entry point. Start by tracing how models are saved with JLD2 and whether the serialized output includes training data; done would require a defined smaller or model-only save approach, with tests or documentation showing its behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100