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chinesener

A neural network model for Chinese named entity recognition

co-action-network

Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction

cs-notes

:books: Computer Science Learning Notes

deep_learning_estimator_labels

深度学习，针对多目标任务，在推荐算法的ctr预估等场景中的应用，项目使用tensorflow estimator进行封装，包括esmm、mmoe模型

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

descn

Implementation of paper DESCN, which is accepted in SIGKDD 2022.

dien-din

阿里DIEN与DIN Tensorflow2.0 复现

easyrec

A framework for large scale recommendation algorithms.

generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).

graphneuralnetwork

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

graphsage

Representation learning on large graphs using stochastic graph convolutions.

hinet

Source code for paper: HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction

jsenlp

ner

命名实体识别实践与探索

pe-ltr

Demo implementation for "A Pareto-Efficient Algorithm for Multiple Objective Optimization in E-Commerce Recommendation".

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-tutorial

Build your neural network easy and fast, 莫烦Python中文教学

sparrowrecsys

A Deep Learning Recommender System

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