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awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-cosine-sim

Fine-tune BERT to generate sentence embedding for cosine similarity

bert-relation-extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

casee

Source code for ACL 2021 finding paper: CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction

casrelpytorch

Reimplement CasRel model in PyTorch.使用PyTorch对吉林大学CasRel模型进行复现，并在百度关系抽取数据集上训练测试。

chatglm3

ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

deep-learning-for-image-processing

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

deeplearning

drf-tutorial

快速入门Django REST framework，学会开发一套自己的RESTful API服务，并且自动生成API文档。视频学习地址：

dssm-pytorch

Pytorch Implementation of DSSM (Deep Structured Semantic Models)

fewrel

A Large-Scale Few-Shot Relation Extraction Dataset

flask_demo

flask练习

github-chinese-top-charts

:cn: GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！

gpt2-pretrain

预训练中文GPT2

gpt2-summarization

利用GPT2生成文本摘要

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chinese

llama-factory

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

ml

machine learning

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlpbase

pythontool

rasa_chinese_book_code

《Rasa实战：构建开源对话机器人》官方随书代码 | The official source code of Rasa in Action: Building Open Source Conversational AI

sbert-chineseexample

Sentence-Transformers Information Retrieval example on Chinese

simcse

SimCSE有监督与无监督实验复现

simcse-chinese-pytorch

SimCSE在中文上的复现，有监督+无监督

transformer

Implementation of "Attention Is All You Need" using pytorch

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities