Lorenz data generation script on rare occasions saves nan values
I created a dataset consisting of 100k independent experiments. For some reason, 8 of them were completely nan. I am not sure weather this comes from the simulator or the saving to hdf5 (I suspect second).
Anyway, we need to check every value written to disk and make sure there are no nans, otherwise redo the operation.