Pinned Repositories
alan-cluster
Documentation and guidelines for the Alan GPU cluster at the University of Liège.
awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
balanced-nre
Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
cluster-utilities
Utilities tools for slurm cluster (monitoring...)
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.
likelihood-free-mcmc
Code repository for the paper "Likelihood-free Markov chain Monte Carlo with Approximate Likelihood Ratios".
midair-dataset
Example and utiliy scripts for the Mid-Air dataset
pytorch-distributed
Distributed and parallel extensions for PyTorch.
trust-crisis-in-simulation-based-inference
Code related to the manuscript "Averting A Crisis In Simulation-Based Inference"
Montefiore Institute's Repositories
montefiore-institute/hypothesis
A Python toolkit for (simulation-based) inference and the mechanization of science.
montefiore-institute/alan-cluster
Documentation and guidelines for the Alan GPU cluster at the University of Liège.
montefiore-institute/gradient-energy-matching
Manuscript and code for the paper "Gradient Energy Matching for Distributed Asynchronous Gradient Descent".
montefiore-institute/midair-dataset
Example and utiliy scripts for the Mid-Air dataset
montefiore-institute/balanced-nre
Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
montefiore-institute/likelihood-free-mcmc
Code repository for the paper "Likelihood-free Markov chain Monte Carlo with Approximate Likelihood Ratios".
montefiore-institute/trust-crisis-in-simulation-based-inference
Code related to the manuscript "Averting A Crisis In Simulation-Based Inference"
montefiore-institute/pytorch-distributed
Distributed and parallel extensions for PyTorch.
montefiore-institute/awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
montefiore-institute/cluster-utilities
Utilities tools for slurm cluster (monitoring...)
montefiore-institute/uliege-montefiore-latex-beamer
A Latex Beamer in the Style of the University of Liège
montefiore-institute/Deep-Quality-Value-Family
Official implementation of the paper "Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning Algorithms": https://arxiv.org/abs/1909.01779 To appear at the next NeurIPS2019 DRL-Workshop
montefiore-institute/nvidia-smi-exporter
nvidia-smi exporter for Prometheus
montefiore-institute/alan-registration
Application to automate the identity management of the Alan GPU cluster at the University of Liège.
montefiore-institute/clustertools
Toolkit to run experiments on supercomputers
montefiore-institute/Deep-Quality-Value-DQV-Learning
DQV-Learning: a novel faster synchronous Deep Reinforcement Learning algorithm
montefiore-institute/image-datasets
A small library for handling images datasets
montefiore-institute/multitask-dipath
Implementation of PyTorch-based multi-task pre-trained models
montefiore-institute/php-freeipa
Wrapper around FreeIPA JSON-RPC API
montefiore-institute/prometheus-slurm-exporter
Prometheus exporter for performance metrics from Slurm.
montefiore-institute/pt-inspector
Inspector for PyTorch: see how you model is performing
montefiore-institute/UMNN
Implementation of Unrestricted Monotonic Neural Network and the related experiments.