montefiore-ai/trust-crisis-in-simulation-based-inference

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montefiore-ai/trust-crisis-in-simulation-based-inference

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Code related to the manuscript "Averting A Crisis In Simulation-Based Inference"

hypothesis

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

alan-cluster

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

gradient-energy-matching

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

balanced-nre

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

Jupyter Notebook

midair-dataset

Example and utiliy scripts for the Mid-Air dataset

likelihood-free-mcmc

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

pytorch-distributed

Distributed and parallel extensions for PyTorch.

cluster-utilities

Utilities tools for slurm cluster (monitoring...)