DeepCAVE
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automl
An interactive framework to visualize and analyze your AutoML process in real-time.
# Version 1.2 ## Plugins - Add symbolic explanations plugin (#46). - It is now possible to view multiple unequal runs at once in Cost over Time and Pareto (#93)....
When reading several runs, the class "Group" is used. In the _init_ function, for each run, the configs are iterated over. Unfortunately, a config is only added when the config_id...
When adding multiple runs e.g. minimal/run_1 and mlp/run_1 it is not clear which one is which later on, because they are both called run_1. I find it a bit confusing,...
This decision was made as both consider the connection between objectives and hyperparameters (similar to e.g. PDPs), rather than just the objectives themselves. Thus, we need to move the two...
The examples for recording runs in DeepCAVE format in `examples/record` are not working anymore and should be checked / fixed.
The test `test_evaluators/random_forest_surrogate.py` is not actually being tested due to the filename not starting with `test`. When renamed and thus tested, the test fails. Thus, the test needs to be...
We could add a teaser video showing some functionalities of DeepCave, either to the readme or documentation. There is such a recorded video in the GDrive already, however, it is...
