JoeriHermans

master-thesis

My Master Thesis on Distributed Deep Learning (parallelizing gradient descent) and other concepts I did during my research.

awflow

Reproducible research and reusable acyclic workflows in Python. Execute code on HPC systems as if you executed them on your personal computer!

constraining-dark-matter-with-stellar-streams-and-ml

Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.

warpdrive

Easily tag locations in deep space (directories) and warp (like the space drive) to them.

maastricht-university-thesis-template

A LaTeX template for a Master Thesis at Maastricht University according to the guidelines from the language center.

COMPASS-Seminar

A tutorial on Amortised Approximate Ratio Estimation for the COMPASS Seminar Series at the University of Bristol.

hackzurich-2016-entry

Our entry for the HackZurich 2016 hackaton.

hep-track-reconstruction-ml

Experiment to reconstruct particle tracks with machine learning using real CMS data from inner pixel - and silicon detector.

Intelligent-Automation-System

Intelligent and dynamic home automation system.

refractor

Gravitational lensing simulations with PyTorch.

sqoop

Mirror of Apache Sqoop

amortized-experimental-design

A demonstration on how to enable active sciencing by amortizing Bayesian experimental design.

active-sciencing-2.0

active learning + reusable workflows + likelihood free inference

CosmicRayDetector

DRAM Based Radiation Detector.

Dots-And-Scripts

A container which contains a collection of personal scripts and dotfiles.

emacs

Emacs configuration for high performance development.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

hashcode

info8010-deep-learning

Lectures for INFO8010 - Deep Learning, ULiège

JoeriHermans

Personal repository containing a bunch of unrelated things.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

micropython

MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

ml-scripts

Personal Machine Learning scripts and notebooks.

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

potato-fs

P2P filesystem for large datasets and analytics.

quark

Basic, asynchronous, and performant C++ boilerplate.

talk-template

Template for talks in remark+KaTeX.

tfdeploy

Deploy tensorflow graphs for fast evaluation and export to tensorflow-less environments running numpy.

ULiege_Montefiore_LatexBeamer

A Latex Beamer in the Style of the University of Liège

virus-accelerated-eo

Research idea on how a virus strain could improve evolutionary optimization.