Remove baseline_models dependency
amrit110 opened this issue · 1 comments
amrit110 commented
Currently, some of the drift_detection use cases import implemented models from the https://github.com/VectorInstitute/cyclops/tree/main/cyclops/monitor/baseline_models directory. This should be removed and instead be replaced with model implementations from https://github.com/VectorInstitute/cyclops/tree/main/cyclops/models.
- Remove use of models from the above mentioned baseline_models directory and replace with those in models.
- Remove baseline_models from the codebase
- Test if the migration works as intended.
a-kore commented
That should work, The only caveat is the optimizer.py
using for the retrainers. But, I could place that in the utilities for the monitor package.
I'll create a branch for this now and let you know if there's any issues.