A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

PyGCL: A PyTorch Library for Graph Contrastive Learning

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

Go语言101 : 一个与时俱进的Go编程知识库

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

基于yolov5+pyqt的甲骨文图形化检测工具

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

OneRel在中文关系抽取中的使用

BiLSTM-CNN-CRF architecture for sequence tagging

CNN-BiGRU-Attention模型

使用Bert+CRF、Bert+BiLSTM+CRF、Bert+BiGRU+CRF、Bert+BiGRU+self-atttention+CRF、AlBert+CRF、AlBert+BiLSTM+CRF、AlBert+BiGRU+CRF、AlBert+BiGRU+self-atttention+CRF进行命名实体等等

异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch

A new information extraction model based on SpERT.

使用BERT-BILSTM-CRF进行中文命名实体识别。

此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务（文本分类、信息抽取、知识图谱、机器翻译、问答系统、文本生成、Text-to-SQL、文本纠错、文本挖掘、知识蒸馏、模型加速、OCR、TTS、Prompt、embedding等），所有代码都经过测试,可以正常运行。

小样本学习-专利分类-自然语言处理

All NLP you Need Here. 目前包含15个NLP demo的pytorch实现（大量代码借鉴于其他开源项目，原先是自己玩的，后来干脆也开源出来）

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

Graphormer is a general-purpose deep learning backbone for molecular modeling.

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

Official Kaggle API

基于 .NET Core MVC 的权限管理系统，代码易读易懂、界面简洁美观

tensorflow implementation