Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Repo centralising material for the ULiege course INFO9023 "Machine Learning Systems Design (MLOps)".

Stainless neural networks in JAX

IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL

An experimental AI system that can autonomously fix and improve code

A C++ solver for blood flow and pressure in deformable 1D hemodynamic networks

1D blood flow simulator

openBF population generator

Normalizing flows in PyTorch

Materials for DATS0001 Foundations of Data Science, ULiège

Likelihood-free AMortized Posterior Estimation with PyTorch

Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

Arbitrary Marginal Neural Ratio Estimation for Likelihood-free Inference

Code for reproducing the experiments in the paper Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference.

Code for "Causal autoregressive flows" - AISTATS, 2021

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

A repository containing the code for the Bistable Recurrent Cell

Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for modelling monotonic transformations in normalizing flows.

A repository to learn about Flows, mostly from papers

SMAC: The StarCraft Multi-Agent Challenge

Cytomine toolbox

Cytomine-Datamining package (including image recognition algorithms) in Python

Base Dockerfiles to create new Cytomine software.

Cytomine Community Edition Legacy