Paper and implementation of UNet-related model.

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

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

医学影像数据集列表 『An Index for Medical Imaging Datasets』

Code, documentation, and discussion around the MIMIC-CXR database

A research project for natural language generation, containing the official implementations by MSRA NLC team.

Diffusion-LM

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

An elegent pytorch implement of transformers

Transformers 库快速入门教程

中文生成式预训练模型

基于GOOGLE T5中文生成式模型的摘要生成/指代消解，支持batch批量生成，多进程

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

MONAI Tutorials

Implementations of recent research prototypes/demonstrations using MONAI.

liver segmentation using deep learning

LiTS - Liver Tumor Segmentation Challenge