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nlp_tutorial

NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

numpy-ml

Machine learning, in numpy

p-tuning-v2

pandas_exercises

Practice your pandas skills!

pcl

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

pico

PyTorch implementation of PiCO https://arxiv.org/abs/2201.08984

planetoid

Semi-supervised learning with graph embeddings

plm-basedcrs

pretraining-clir

primer

The official code for PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

prop

PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval

prototypical-prompt-verbalizer

ptr

Prompt Tuning with Rules

pycontinual

Code for NAACL 2021 Paper --- Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks

pygcn

Graph Convolutional Networks in PyTorch

python-spider

:rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等

pytorch-course

JULYEDU PyTorch Course

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-tutorial

Build your neural network easy and fast

pytorch-tutorial-1

PyTorch Tutorial for Deep Learning Researchers

pytorch_chinese_lm_pretrain

pytorch中文语言模型预训练

pytorch_pretrained_bert

r-bert

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

reasonbert

Code and pre-trained models for "ReasonBert: Pre-trained to Reason with Distant Supervision", EMNLP'2021

recguru

The source code and dataset for the RecGURU paper (WSDM 2022)

recon

recsys_course_at_polimi

This is the official repository for the Recommender Systems course at Politecnico di Milano.

recsyspapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.