Orobix

retina-unet

Retina blood vessel segmentation with a convolutional neural network

Prototypical-Networks-for-Few-shot-Learning-PyTorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

fwdgrad

Implementation of "Gradients without backpropagation" paper (https://arxiv.org/abs/2202.08587) using functorch

Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorch

Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch

quadra

Quadra: Effortless and reproducible deep learning workflows with configuration files.

mdd-domain-adaptation

Simple reimplementation of Maximum Density Divergence for Unsupervised Domain Adaptation (https://arxiv.org/abs/2004.12615) in PyTorch Lightning

PyCon9-Pytorch-from-Ground-Up

Material for "PyTorch from Ground Up", a training session at PyCon Nove (Florence, 2018)

terraform-provider-azureml

ranger

Run commands in nested directory structures

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

itkffi

Interoperate with ITK through FFI in Torch, Python, Julia

azureml-go-sdk

dicomnext

Dicom Next website

invariant-ai-website

Website for invariant.ai

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

vmtkacademy.com

vmtklab

vmtkLab website