Allow users to save models in ONNX format #458
Labels
development
Issues that require technical work. Associated PRs are required.
enhancement
Issues & PRs that capture enhancements to existing features. Issues require associated PRs.
feature
Issues & PRs that capture new feature development. Issues require associated PRs.
Is your feature request related to a problem? Please describe
Currently Rubicon defaults to saving models in pickle. Pickles are known to be harmful in a number of cases. They are also not cross platform.
Describe the solution you'd like
Allow users to save models using ONNX.
Describe alternatives you've considered
Handle custom formats like XGBoost's json format - this is handy, but would require custom handling for each model format.
Additional context
https://onnx.ai/sklearn-onnx/auto_tutorial/plot_gexternal_xgboost.html
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