Ola Zytek
Ola Zytek
With the new refactor logic in progress, it is becoming clear that having very simple GlobalExplainer and LocalExplainer base classes would be helpful, to separate between produce functions that take...
Right now, visualizing different explanation types requires calling completely different functions, often with totally different parameters. `plot_tree`, for example, take an explainer, while` plot_top_contributors` takes an explanation. For this issue,...
Currently, `plot_top_contributors` can only plot a single entities' features or contributions. We should offer a few more options when multiple entities are fed in, as chosen by a parameter argument:...
A number of warnings have started appearing with unit tests, we should remove those.
Pyreal's `__init__.py` files should be cleaned up to ensure everything is accessible as intended.
As described in #428 , users may encounter a bug in tutorials caused by lightgbm (related to this: https://stackoverflow.com/questions/50889162/lightgbm-image-not-found-after-mac-install). #436 addresses this for now by adding a troubleshooting guide. If...
We should add at least one tutorial script for using Similar Example explanations
For cleaner repos and a smaller build, we should move our sample applications to an external repo in the organization. Pyreal and sibyl-api will each independently access this external repo...
To support external webapp libraries like streamlit, pyreal visualization figures should have an option to return the figure they generate
In some use-cases, it may be very useful to understand why a model prediction changes over time. For this issue, we will add the basic dumbbell plot to visualize which...