Arnout Devos's Projects
A beautiful, simple, clean, and responsive Jekyll theme for academics
Knowledge about basic Algorithms and Data Structures.
Amazon Review Sentiment Analysis with
pandas and scikit-learn
Web-browser 2 camera classification system. Restaurant checkout application.
Personal website based on Jekyll with Minimal Mistakes theme.
A curated list of awesome self-supervised methods
HackZurich 2019
16-bit Brent Kung adder optimizations
Using Genetic Algorithms with HSPICE to optimize analog circuit designs.
Cross-Domain Few-Shot Learning Benchmarking System
Translation of VIP cheatsheets for Machine Learning Deep Learning, and Artificial Intelligence
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
making a repository runnable on Google Colab
Plots of covid19 number on logarithmic scale and trending
This is the open-source repo for docs.github.com.
EPFL summaries & cheatsheets over 5 years (computer science, communication systems, data science and computational neuroscience).
Global optimization inspired by biological evolution.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Small code snippets that show how to stream camera images to a Coral device.
Framework to download and generate few shot learning datasets
Flax is a neural network library for JAX that is designed for flexibility.
Using Genetic Algorithms with the ELDO simulator to optimize analog circuit designs.
Tensorflow implementation of generative adversarial imitation learning
A toolkit for developing and comparing reinforcement learning algorithms.
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
ICLR Reproducibility Challenge 2019
Lectures for INFO8010 - Deep Learning, ULiège