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ad-reading

computational advertising reading list (计算广告阅读）

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

atrank

An Attention-Based User Behavior Modeling Framework for Recommendation

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

awesome-recommend-system-pretraining-papers

Paper List for Recommend-system PreTrained Models

bert

TensorFlow code and pre-trained models for BERT

cat-art

One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation (WSDM-2023)

chatall

Concurrently chat with ChatGPT, Bing Chat, bard, Alpaca, Vincuna, Claude, ChatGLM, MOSS, iFlytek Spark, ERNIE and more, discover the best answers

collaborativememorynetwork

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

deepctr

A review and evaluation on CTR prediction models

deepctr-1

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM)

deepinterestnetwork

dien

langchain-chatglm

langchain-ChatGLM, local knowledge based ChatGLM with langchain ｜ 基于本地知识库的 ChatGLM 问答

largebatchctr

Large batch training of CTR models based on DeepCTR with CowClip.

machine_learning

机器学习常规算法学习

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neural_factorization_machine

TenforFlow Implementation of Neural Factorization Machine

outbrain-ctr-character-level-cnn-tf

Convolutional Neural Network for Click-Through Rate prediction

peter

ACL'21, Personalized Transformer for Explainable Recommendation

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

recommend-estimators

Classical RecSys algorithms implemented by using TensorFlow Estimators

semi-lda

A semi supervised LDA tool

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

zero_nlp

中文nlp应用(数据、模型、训练、推理)