rocket82 Goto Github PK

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

awesome-forgetting-in-deep-learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.

axial-deeplab

This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)

darts

A python library for user-friendly forecasting and anomaly detection on time series.

deep-learning-based-anomaly-detection

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplearninginmedicalimagingandmedicalimageanalysis

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

federated-learning

Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习

federated-learning-1

联邦学习

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

medical-transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nnformer

nnunet

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet_pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

practicing-federated-learning

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

read_bert_code

Bert源码阅读与讲解(Pytorch版本)-以BERT文本分类代码为例子

scikit-multiflow

A machine learning framework for multi-output/multi-label and stream data.

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

seg4reg

The solution of MICCAI 2019 AASCE Challenge

splishsplash

SPlisHSPlasH is an open-source library for the physically-based simulation of fluids.

unet-family

Paper and implementation of UNet-related model.

vision_transformer

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch