How can I visualise PDF of distribution defined by quantiles, that I predict with my neural network? Now I'm passing quantiles to the histogram, but I don't think it is the correct way for visualising. I don't know it's simple/effectively to find the derivation of quantile function defined by the neural network. Exist any way how can comfortable be quantile function predicted by neural network converted to PDF for visualisation of distribution?


Chart: <https://wandb.ai/markub/rl-toolkit/runs/2sgcmjr8/overview?workspace=user-markub>


Thanks.
Have a nice day.



Visualization PDF of distribution defined by quantiles
Smoothed histograms should be a way to go. See e.g. [this paper](https://www.cs.cmu.edu/%7Ejgc/publication/PublicationPDF/Analysis_Of_Uncertain_Data_Smoothing_Of_Histograms.pdf) and, more generally, these [search results](https://www.google.com/search?q=smoothed%20histogram&oq=smoothed%20histogram&aqs=chrome..69i57.7416j0j1&sourceid=chrome&ie=UTF-8).


