Thomas Dybdahl Ahle

I haven't run all the algos, but I do think the logit plot makes things easier to read:  In particular, I think for a plot like http://ann-benchmarks.com/glove-25-angular_10_angular.html that is...

It turns out to be [pretty easy in matplotlib 3.3](https://mpltest2.readthedocs.io/en/stable/users/next_whats_new/2018-11-25-JMK.html) - and upgrading doesn't break anything in ann-benchmarks. alpha = 3 ax.set_xscale('function', functions=( (lambda x: 1-(1-x)**(1/alpha)), (lambda x: 1-(1-x)**alpha))) This...

This is the standard linear scale for comparison. 

This is alpha=2. With minor grid lines:  With evenly spaced major gridlines:  (not sure the minor gridlines make sense here, since you can't guess what values they represent.)...

Hi Martin, I get `fatal error: Unable to locate credentials`.

It somehow doesn't find those files. It seems to be because they don't have the suffix hdf5. Maybe my ann-benchmarks version is too new? E.g. in the `glove-100-angular.zip` zip file...

Alright, here you go. Certainly a bit more uniform in terms of where "the action" is in the plot. If you upload the data, I can test glove-25 too, on...

Alright, here is alpha 3, 2, 1 (same as linear) and logit for glove-25.     The plots make it clear that there is a lot of difference...

I also tried doing alpha=4 with axis labels looking more like the logit plot: 

Hi Felix, I'm indeed interested in individual gradient l2 norms. If I can't get them on all my parameters, that's fine. But it would be nice if the normal _non...