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nengwp's Projects

ssl4mis icon ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

tensorrtx icon tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

tf_geometric icon tf_geometric

Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x

tinygrad icon tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

tinysleepnet icon tinysleepnet

TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively

torchio icon torchio

Medical image preprocessing and augmentation toolkit for deep learning. Part of the PyTorch Ecosystem.

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

tsfel icon tsfel

An intuitive library to extract features from time series.

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

ua-mt icon ua-mt

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

uscl icon uscl

This repository includes the constructed US-4 dataset and the code for USCL (PyTorch version).

vae icon vae

a simple vae and cvae from keras

vit-pytorch icon vit-pytorch

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

xautoml icon xautoml

A Visual Analytics Tool for Establishing Trust in Automated Machine Learning

yolo3-pytorch icon yolo3-pytorch

这是一个yolo3-pytorch的源码,可以用于训练自己的模型。

yolov4-pytorch icon yolov4-pytorch

这是一个YoloV4-pytorch的源码,可以用于训练自己的模型。

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