GeorgeJiao's repositories
diffusion_models
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
free-programming-books
:books: Freely available programming books
George-Jiao
Config files for my GitHub profile.
HumanSystemOptimization
健康学习到150岁 - 人体系统调优不完全指南
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
LightningFSL
LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
Medical-Transformer
Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
numpy-ml
Machine learning, in numpy
OCD
Official PyTorch Implementation
prometheus
A docker-compose stack for Prometheus monitoring
Pytorch--3D-Medical-Images-Segmentation--SALMON
Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Sklearn-genetic-opt
Hyperparameters tuning and feature selection, using evolutionary algorithms.
unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch