André Biedenkapp
André Biedenkapp
I really like this package. It would be cool if there were even more customization options. E.g different shoes to wear such as: * Flippers * Running shoes * sandals...
The parameter that caused the issue is given in the pcs as follows: > barrier_limits_growth [1000000, 100000000000000] [1000000000000]l According to fANOVA (given the input data) it's single total importance is...
Currently fANOVA is not handling conditionals. I.e. if a parent parameter activate or deactivates a child parameter this is currently not handled. Maybe these conditionals could be handled like pairwise...
When trying to plot single marginals I get the following error: > vis.plot_marginal(self.cs.get_idx_by_hyperparameter_name(param), show=False) > File "/home/fr/fr_fr/fr_ab1184/miniconda3/envs/pimp/lib/python3.6/site-packages/fanova/visualizer.py", line 241, in plot_marginal > plt.ylim([min_y, max_y]) > File "/home/fr/fr_fr/fr_ab1184/miniconda3/envs/pimp/lib/python3.6/site-packages/matplotlib/pyplot.py", line 1548, in...
Similar to the original fANOVA interface (https://github.com/automl/fanova/blob/master/fanova/fanova.py#L10-L57) it would be nice to support a CSV interface. This would need to automatically construct a ConfigSpace object if none is given as...
Use the EPM to determine which of all possible incumbents should be best. This avoids the necessity for a user to specify the trajectory file from which an incumbent should...
Originally opened by aaronkl in the fANOVA repo automl/fanova#17 Add function that automatically creates a pdf file with all plots and marginals