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Montefiore Institute's Projects

alan-cluster icon alan-cluster

Documentation and guidelines for the Alan GPU cluster at the University of Liège.

alan-registration icon alan-registration

Application to automate the identity management of the Alan GPU cluster at the University of Liège.

balanced-nre icon balanced-nre

Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".

deep-quality-value-family icon 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

gradient-energy-matching icon gradient-energy-matching

Manuscript and code for the paper "Gradient Energy Matching for Distributed Asynchronous Gradient Descent".

hypothesis icon hypothesis

A Python toolkit for (simulation-based) inference and the mechanization of science.

likelihood-free-mcmc icon likelihood-free-mcmc

Code repository for the paper "Likelihood-free Markov chain Monte Carlo with Approximate Likelihood Ratios".

umnn icon umnn

Implementation of Unrestricted Monotonic Neural Network and the related experiments.

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