Related Issues (20)
- Add Median APE as a performance metric
- Add comparables finding output to res and condo models `04-interpret` step
- Comp finder based QC
- Add README links to model benchmarks
- Add compiler information to model metadata output table
- Create Docker images of all old model tags
- Revisit using a stacked model with the `stacks` package HOT 1
- Update pipeline with convenience functions
- Add baseline linear model (`glmnet`)
- Try categorical embeddings using the `embed` package HOT 1
- Test a homeowner exemption model feature HOT 1
- Test propensity weights as case weights for ultra high value properties HOT 1
- Trim the full pipeline package dependencies
- Use `workflowsets` + racing to test lots and lots of models and recipes quickly
- Test the submodels trick for fitting different number of trees using the same hyperparameters HOT 1
- [Infra updates] Create a manually dispatched GitHub Actions workflow to delete model runs HOT 1
- [Infra updates] Enable EC2 backend for model Batch jobs
- Model SNS topic notifications are not being sent
- Add docs for how to run the model on CI
- Move existing reports into `reports/performance.Qmd` HOT 1
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