Vincent Dutordoir vdutor

Machine Learning Researcher

vdutor / experiment_viewer_uci.py

Created March 2, 2022 11:02

Streamlit experiment viewer

	import glob
	import json
	import time

	import numpy as np
	import pandas as pd
	import streamlit as st

	from bayesian_benchmarks import data as uci_datasets

vdutor / airline.py

Last active October 12, 2022 15:47

Python script to read the airline dataset

	# Copyright 2021 Vincent Dutordoir
	#
	# Permission is hereby granted, free of charge, to any person obtaining a copy of this software
	# and associated documentation files (the "Software"), to deal in the Software without restriction,
	# including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense,
	# and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so,
	# subject to the following conditions:
	#
	# The above copyright notice and this permission notice shall be included in all copies or substantial
	# portions of the Software.

vdutor / tensorboard_to_gif.py

Created September 17, 2019 14:52

Convert images in tensorboard file to GIF

vdutor / GPAR.py

Created March 2, 2018 11:26

GPAR-L kernel implementation and test

	## Attempt at implementing the Gaussian Process Autoregressive Regression Model (GPAR).
	#
	# Main reference:
	#
	# @article{requeima2018gaussian,
	# title={The Gaussian Process Autoregressive Regression Model (GPAR)},
	# author={Requeima, James and Tebbutt, Will and Bruinsma, Wessel and Turner, Richard E},
	# journal={arXiv preprint arXiv:1802.07182},
	# year={2018}
	# }