xiaogp / recsys_sparkView external linksLinks
Spark SQL 实现 ItemCF,UserCF,Swing,推荐系统,推荐算法,协同过滤
☆141Dec 19, 2019Updated 6 years ago
Alternatives and similar repositories for recsys_spark
Users that are interested in recsys_spark are comparing it to the libraries listed below
Sorting:
- 一个基于 fasttext + faiss 的商品内容相关推荐实现,nginx+uwsgi+flask / gunicorn+uvicorn+fastapi 提供api查询接口,增加Spark实现 Ansj+Word2vec+LSH+Phoenix☆53Sep 5, 2023Updated 2 years ago
- kafka + structured streaming + phoenix + elasticsearch 基于行为日志实现热门推荐,用户偏好推荐,召回融合策略实现。☆15Sep 5, 2023Updated 2 years ago
- 推荐系统相关模型 包括召回和排序☆30Mar 5, 2020Updated 5 years ago
- CTR prediction model based on spark(LR, GBDT, DNN)☆925Mar 6, 2020Updated 5 years ago
- The Code for ICME2019 Grand Challenge: Short Video Understanding (Single Model Ranks 6th)☆91Sep 1, 2019Updated 6 years ago
- Deep Match to Rank Model for Personalized Click-Through Rate Prediction☆237Feb 6, 2020Updated 6 years ago
- ☆29Feb 11, 2021Updated 5 years ago
- ☆410Mar 18, 2025Updated 10 months ago
- 公众号: 机器学习荐货情报局 所有代码☆550Jun 1, 2019Updated 6 years ago
- ☆218Mar 15, 2025Updated 10 months ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,409Apr 26, 2025Updated 9 months ago
- 用户画像代码,根据算法推算出用户的性别和年龄比率☆11Dec 18, 2017Updated 8 years ago
- An efficient and effective learning to rank algorithm by mining information across ranking candidates. This repository contains the tenso…☆50Mar 29, 2021Updated 4 years ago
- ☆173Jul 20, 2020Updated 5 years ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆905Jun 22, 2021Updated 4 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆7,999Aug 9, 2024Updated last year
- ☆10Jul 28, 2020Updated 5 years ago
- 基于 spark 推荐系统, 基于内容标签 CBCF 实现,协同过滤 UBCF 实现,协同过滤 IBCF 实现☆47Dec 21, 2016Updated 9 years ago
- A scalable nearest neighbor search library in Apache Spark☆262Mar 29, 2019Updated 6 years ago
- LR, FM, DeepFM, xDeepFM, DIN, CF等推荐算法代码demo。采用TFRecords作为输入,方便实际场景应用。☆105May 31, 2020Updated 5 years ago
- Recommendation System based on python☆14Feb 17, 2020Updated 5 years ago
- Python implementation of Word2Vec using skip-gram and negative sampling☆12Dec 8, 2015Updated 10 years ago
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆933Nov 15, 2019Updated 6 years ago
- Distributed implementation of Robust PLSA using Spark☆12Apr 29, 2021Updated 4 years ago
- 基于用户画像的音乐推荐系统☆14Apr 6, 2019Updated 6 years ago
- 使用Spark的MLlib、Hbase作为模型、Hive作数据清洗的核心推荐引擎,在Spark on Yarn测试通过☆30Mar 9, 2017Updated 8 years ago
- ☆1,716Jun 12, 2020Updated 5 years ago
- Classic papers and resources on recommendation☆3,502Oct 16, 2025Updated 3 months ago
- ☆17May 13, 2018Updated 7 years ago
- Classical RecSys algorithms implemented by using TensorFlow Estimators☆184Nov 1, 2018Updated 7 years ago
- 存放推荐算法相关代码、文档、资料☆259Dec 24, 2020Updated 5 years ago
- Approx-SMOTE: fast SMOTE for Big Data on Apache Spark☆18Apr 27, 2022Updated 3 years ago
- 深度学习论文翻译,包括分类论文,检测论文等☆32Nov 27, 2018Updated 7 years ago
- 深度学习相关的模型训 练、评估和预测相关代码☆1,040Jul 26, 2021Updated 4 years ago
- Implementation and experiments of graph embedding algorithms.☆3,840Mar 14, 2024Updated last year
- ☆200Jul 4, 2018Updated 7 years ago
- ☆15Jul 24, 2018Updated 7 years ago
- Dataset and code for “Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction”☆16Aug 23, 2021Updated 4 years ago
- 京东杯 2019 第六届泰达创新创业挑战赛-用户对品类下店铺购买预测_季军方案☆18Aug 14, 2019Updated 6 years ago