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bert

TensorFlow code and pre-trained models for BERT

bert4rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules

casrel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

cikm2020_dmt

Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020

comirec

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

dcl

deep_rec

存放推荐算法相关代码、文档、资料

deepctr

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

deepinterestnetwork

deeplearning-models

A collection of various deep learning architectures, models, and tips

deepmatch

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

dien

dl_ctr

基于科大讯飞AI营销算法比赛实现CTR深度学习方法

dsc-mod-5-project-online-ds-pt-021119

dssm

DSSM and Multi-View DSSM

eges

esmm

esmm model by tensorflow keras

flink-recommandsystem-demo

:helicopter::rocket:基于Flink实现的商品实时推荐系统。flink统计商品热度，放入redis缓存，分析日志信息，将画像标签和实时记录放入Hbase。在用户发起推荐请求后，根据用户画像重排序热度榜，并结合协同过滤和标签两个推荐模块为新生成的榜单的每一个产品添加关联产品，最后返回新的用户列表。

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

graphembedding

Implementation and experiments of graph embedding algorithms.

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

insightface_tf

Insight Face on TensorFlow

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

llama

Inference code for LLaMA models

llama3

The official Meta Llama 3 GitHub site

models

Models and examples built with TensorFlow