zaccharieramzi

fastmri-reproducible-benchmark

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

tfkbnufft

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

understanding-unets

Learnlets repository

git-tuto

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

benchmark_ot

Benchmark for Optimal transport libraries

benchOpt

Making your benchmark of optimization algorithms simple and open

communication_materials

Resources for communication on Benchopt

deep_equilibrium_inverse

Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"

deq

[NeurIPS'19] Deep Equilibrium Models

deq-flow

[CVPR 2022] Deep Equilibrium Optical Flow Estimation

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

ELDER

flax

Flax is a neural network library for JAX that is designed for flexibility.

HowToTrainYourMAMLPytorch

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

hypertorch

imaml_dev

Repo to accompany paper on Meta Learning with Implicit Gradients (NeurIPS 2019)

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

keras-cv

Industry-strength Computer Vision workflows with Keras

LDEQ_RwR

Landmark Deep Equilibrium Model (LDEQ), applied to videos with a Recurrence without Recurrence (RwR) paradigm

models

Models and examples built with TensorFlow

muse_inference

optnet

OptNet: Differentiable Optimization as a Layer in Neural Networks

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scipy

Scipy library main repository

score-denoise

:snowflake: Score-Based Point Cloud Denoising (ICCV 2021)

starter-academic

zaccharieramzi