Deep Evidential Bayesian Quantile Regression

This repository conatins the code for the paper Deep Evidential Bayesian Quantile Regression.

A minimal example of the code is available in the example notebook.

Reproducilibity.

All the results in the paper can be repoduced with this repository.

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
data		data
figures		figures
hparams		hparams
layers		layers
models		models
natpn		natpn
results		results
.gitignore		.gitignore
README.md		README.md
bayesian_opt_uci.py		bayesian_opt_uci.py
benchmark_depth.py		benchmark_depth.py
benchmark_synth.py		benchmark_synth.py
benchmark_uci.py		benchmark_uci.py
example_notebook.ipynb		example_notebook.ipynb
gaussianlosses.py		gaussianlosses.py
get_depth_data.sh		get_depth_data.sh
natpn.ipynb		natpn.ipynb
quantilelosses.py		quantilelosses.py
read_data.py		read_data.py
results.ipynb		results.ipynb
synth.py		synth.py
testing.ipynb		testing.ipynb