cyclops
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Toolkit for evaluating and monitoring AI models in clinical settings
# PR Type ([Feature | Fix | Documentation | Test]) Fix ## Short Description The import_optional_module currently returns None when a module cannot be imported and the ``error`` parameter is...
# PR Type ([Feature | Fix | Documentation | Test]) Feature ## Short Description Added robust component-wise date parsing. Added date reconciliation wherein typos and systemic date entry errors can...
This issue has 2 parts: * The codebase needs a review to see if it adheres to google code style guide (https://google.github.io/styleguide/pyguide.html). * For docstrings, the parameter types are documented...
The scikit-learn model wrapper (`SKModel`) currently supports this behaviour using the decorator pattern - if an attribute or method is not found in the wrapper, then the wrapped model is...
During training, models are currently being saved in `current_working_directory/output/ModelClassName`. ### TODO - Support user-defined directory for model saving. - Maybe support creating versions for model directories if the same directory...
The model wrappers have a method that is intended for tuning the model hyperparameters and returning the best model. The method has the following signature: ```python find_best( self, X: ArrayLike,...
# PR Type Feature. ## Short Description - Add option to specify slices to intersect in `SliceSpec` class. ## Tests Added Updated `tests/cyclops/data/test_slicer.py
Bumps [docker/metadata-action](https://github.com/docker/metadata-action) from 2ee3d3070bb41b40bf7305d15233321e12c1dc5c to f7b4ed12385588c3f9bc252f0a2b520d83b52d48. Commits f7b4ed1 Merge pull request #415 from crazy-max/update-dev-deps 33c4e25 chore: update generated content b83177b chore: update dev dependencies 839b70f Merge pull request #412 from...
Bumps [actions/checkout](https://github.com/actions/checkout) from 4.1.5 to 4.1.6. Release notes Sourced from actions/checkout's releases. v4.1.6 What's Changed Check platform to set archive extension appropriately by @cory-miller in actions/checkout#1732 Update for 4.1.6 release...
# PR Type Fix. ## Short Description - Update pandas version and use the [recommended performance dependencies](https://pandas.pydata.org/docs/getting_started/install.html#install-recommended-dependencies). - Globally enable [copy-on-write](https://pandas.pydata.org/docs/user_guide/copy_on_write.html#) for pandas. - Globally enable inferring sequence of str...