montefiore-ai/pytorch-distributed

This repository has been archived on 14/Sep/2022
Stars
4
Rank 3,249,218 (Top 66 %)
Language
Python
License
BSD 3-Clause "New...
Created almost 6 years ago
Updated almost 6 years ago

montefiore-ai/pytorch-distributed

montefiore-ai

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Distributed and parallel extensions for PyTorch.

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".

trust-crisis-in-simulation-based-inference

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

Jupyter Notebook

cluster-utilities

Utilities tools for slurm cluster (monitoring...)