Pinned Repositories
dist-keras
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
amortized-experimental-design
A demonstration on how to enable active sciencing by amortizing Bayesian experimental design.
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.
maastricht-university-thesis-template
A LaTeX template for a Master Thesis at Maastricht University according to the guidelines from the language center.
master-thesis
My Master Thesis on Distributed Deep Learning (parallelizing gradient descent) and other concepts I did during my research.
warpdrive
Easily tag locations in deep space (directories) and warp (like the space drive) to them.
balanced-nre
Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
gradient-energy-matching
Manuscript and code for the paper "Gradient Energy Matching for Distributed Asynchronous Gradient Descent".
hypothesis
A Python toolkit for (simulation-based) inference and the mechanization of science.
JoeriHermans's Repositories
JoeriHermans/master-thesis
My Master Thesis on Distributed Deep Learning (parallelizing gradient descent) and other concepts I did during my research.
JoeriHermans/awflow
Reproducible research and reusable acyclic workflows in Python. Execute code on HPC systems as if you executed them on your personal computer!
JoeriHermans/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.
JoeriHermans/warpdrive
Easily tag locations in deep space (directories) and warp (like the space drive) to them.
JoeriHermans/maastricht-university-thesis-template
A LaTeX template for a Master Thesis at Maastricht University according to the guidelines from the language center.
JoeriHermans/COMPASS-Seminar
A tutorial on Amortised Approximate Ratio Estimation for the COMPASS Seminar Series at the University of Bristol.
JoeriHermans/hackzurich-2016-entry
Our entry for the HackZurich 2016 hackaton.
JoeriHermans/hep-track-reconstruction-ml
Experiment to reconstruct particle tracks with machine learning using real CMS data from inner pixel - and silicon detector.
JoeriHermans/Intelligent-Automation-System
Intelligent and dynamic home automation system.
JoeriHermans/refractor
Gravitational lensing simulations with PyTorch.
JoeriHermans/sqoop
Mirror of Apache Sqoop
JoeriHermans/amortized-experimental-design
A demonstration on how to enable active sciencing by amortizing Bayesian experimental design.
JoeriHermans/active-sciencing-2.0
active learning + reusable workflows + likelihood free inference
JoeriHermans/CosmicRayDetector
DRAM Based Radiation Detector.
JoeriHermans/Dots-And-Scripts
A container which contains a collection of personal scripts and dotfiles.
JoeriHermans/emacs
Emacs configuration for high performance development.
JoeriHermans/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
JoeriHermans/hashcode
JoeriHermans/info8010-deep-learning
Lectures for INFO8010 - Deep Learning, ULiège
JoeriHermans/JoeriHermans
Personal repository containing a bunch of unrelated things.
JoeriHermans/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
JoeriHermans/micropython
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
JoeriHermans/ml-scripts
Personal Machine Learning scripts and notebooks.
JoeriHermans/mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
JoeriHermans/potato-fs
P2P filesystem for large datasets and analytics.
JoeriHermans/quark
Basic, asynchronous, and performant C++ boilerplate.
JoeriHermans/talk-template
Template for talks in remark+KaTeX.
JoeriHermans/tfdeploy
Deploy tensorflow graphs for fast evaluation and export to tensorflow-less environments running numpy.
JoeriHermans/ULiege_Montefiore_LatexBeamer
A Latex Beamer in the Style of the University of Liège
JoeriHermans/virus-accelerated-eo
Research idea on how a virus strain could improve evolutionary optimization.