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To improve model reproducibility, we should create Docker container images containing all the necessary dependencies to run all currently tagged versions of each model. This would involve building a Docker image of the specific R version used + building all the R dependencies captured in renv.lock.
These images should then be saved to each model's respective registry and tagged using the same git tag as the code, i.e. 2022-assessment-year.
The text was updated successfully, but these errors were encountered:
To improve model reproducibility, we should create Docker container images containing all the necessary dependencies to run all currently tagged versions of each model. This would involve building a Docker image of the specific R version used + building all the R dependencies captured in
renv.lock
.These images should then be saved to each model's respective registry and tagged using the same git tag as the code, i.e.
2022-assessment-year
.The text was updated successfully, but these errors were encountered: