zaccharieramzi/tf-fastmri-data

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MIT License
Created over 4 years ago
Updated over 2 years ago

zaccharieramzi/tf-fastmri-data

zaccharieramzi

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TensorFlow data pipelines for the fastMRI dataset

fastmri-reproducible-benchmark

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

Jupyter Notebook

tfkbnufft

A robust, easy-to-deploy non-uniform Fast Fourier Transform in TensorFlow.

tf-slice-assign

A tool for assignment to a slice in TensorFlow

jz-hydra-submitit-launcher

A utility to be able to launch jobs on JZ with reasonable defaults

submission-scripts

All the submission scripts used for my work on Jean Zay and the TGCC

PhD-defense-presentation

My defense presentation

understanding-unets

Learnlets repository

Jupyter Notebook

tf-mwcnn

An unofficial TensorFlow implementation of the MWCNN

grappa

A repository to experiment on GRAPPA, with a TF backend. It also features some experiments on deep versions of GRAPPA

shine

Code for the DEQ experiments of the ICLR 2022 spotlight "SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models"

tf-focnet

An unofficial tensorflow implementation of the FocNET

tf-complex

A package to easily install tensorflow utils for complex-valued tensors and neural networks

my-model-zoo

A list of all the neural networks I have implemented

tf-unet

An unofficial TensorFlow implementation of the U-net

phylo-hmm

Implementation of the work done in the Phylogenetic Hidden Markov Model by Adam Siepel and David Haussler

Jupyter Notebook

tf-didn

An unofficial implementation of the Deep iterative down-up CNN for image denoising

local-machine-setup

Repo to keep my setups on different local instances. Inspired by: https://github.com/joejuzl/dotfiles

git-tuto

A very sparse repo to practice the basics of git and GitHub flow in open source

tf-tdv

An unofficial TensorFlow implementation of Total Deep Variation model

mva-courses

Courses I take at MVA during my second PhD year.

Jupyter Notebook

gml-project

Project for Graphs in machine learning class : correlation clustering

Jupyter Notebook

kernel-digits-challenge

A repo to host our code for the challenge suggested in the Kernel Methods course of MVA

Jupyter Notebook

rl-project

Reinforcement Learning project on multi-player bandits. This project is basically an implementation of different collision avoidance techniques for a benchmark.

Jupyter Notebook