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3d-high-resolution-segmentation

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

all-about-the-gan

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-jax

JAX - A curated list of resources https://github.com/google/jax

backend

Common source, scripts and utilities for creating Triton backends.

covid-19-project

cpython

The Python programming language

cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dipy

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

efficientnet-jax

EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax

elasticdeform

Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy).

examples

TensorFlow examples

faceswap

Deepfakes Software For All

federated

A framework for implementing federated learning

gdrcopy

A fast GPU memory copy library based on NVIDIA GPUDirect RDMA technology

gradient-checkpointing

Make huge neural nets fit in memory

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

jax

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

keras

Deep Learning for humans

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

medical-ai-research-foundations

mesh

Mesh TensorFlow: Model Parallelism Made Easier

mindformers

model_search

monkeygl

A fast c++/cuda library of 3D render for the medical imaging

nccl-tests

NCCL Tests