简单的实现推荐系统的召回模型和排序模型，其中召回模型使用协同过滤算法，排序模型使用gbdt+lr算法
☆57Jan 12, 2019Updated 7 years ago
Alternatives and similar repositories for cf_gbdt_lr
Users that are interested in cf_gbdt_lr are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 推荐系统相关模型 包括召回和排序☆30Mar 5, 2020Updated 6 years ago
- 几种常见的工业级召回算法+示例☆12Aug 26, 2020Updated 6 years ago
- 1.解析爬取到的Json歌单数据，并进行数据预处理。 2.基于Surprise推荐系统库，采用KNNBaseLine实现基于用户 的协同过滤歌曲推荐。3.借鉴Word2Vec算法思想进行Song2Vec处理，实现基于物品的协同过滤歌曲推荐。 4.采用 TensorFlow实…☆39Aug 16, 2018Updated 8 years ago
- 广告点击率(CTR)预测经典模型 GBDT + LR 理解与实践（附数据 + 代码）☆94Jul 22, 2020Updated 6 years ago
- gbdt+lr☆160Mar 15, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- “阿里灵杰”问天引擎电商搜索算法赛 13/2771☆10Jul 31, 2022Updated 4 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。☆106May 31, 2020Updated 6 years ago
- 华为_DigiX_算法精英大赛——人口年龄属性预测_ Rank14 方案☆31Jul 29, 2019Updated 7 years ago
- This project is a research on how to extract rules from the existing data using trained Decision Tree. The dataset used to train the mode…☆16Jun 12, 2019Updated 7 years ago
- 利用用户画像数据、物品元数据、用户行为数据为特征构建推荐系统，使用CB和CF算法做推荐召回，使用 Redis数 据库做缓存处理，结合机器学习LR算法推荐排序，达到粗排、精排效果，实现推荐引擎搭建。☆47Feb 10, 2021Updated 5 years ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Dec 27, 2018Updated 7 years ago
- 对逻辑回归各种用法的总结,包括线性,多类,并行,分布式,在线,优化方案☆15Jul 14, 2017Updated 9 years ago
- 实现了基于协同过滤(UserCF)的模型、基于隐语义(LFM)的模型、基于图(PersonalRank)的模型，并结合三种模型的结果给出最终结果的推荐算法☆24Mar 24, 2019Updated 7 years ago
- Top6 solution for HUAWEI-DIGIX-Age-prediciton 华为极客精英挑战赛☆12Aug 28, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 高效的协同过滤算法实现——推荐系统☆52Sep 1, 2022Updated 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☆19Aug 14, 2019Updated 7 years ago
- 这是 Will 保哥在 2013 第 6 届 iT 邦帮忙铁人赛年度大奖的得奖着作【30 天精通 Git 版本控管】，欢迎大家 fork 我，如果有看见 任何文字勘误，也欢迎利用 pull request 来通知我修正，谢谢！☆12Jul 22, 2019Updated 7 years ago
- a python code of applying GBDT+LR for CTR prediction☆338Jul 19, 2018Updated 8 years ago
- DigiX极客算法精英大赛-CTR-第七名解决方案☆22Apr 28, 2020Updated 6 years ago
- UserCF和ItemCF协同过滤推荐算法的实现☆567Feb 24, 2022Updated 4 years ago
- 基于Python实现了基于物品的协同过滤推荐算法和基于用户的协同过滤推荐算法☆11Dec 11, 2020Updated 5 years ago
- CTR prediction models based on spark(LR，FM、XGBoost、XGBoostLR、XGBoostFM)☆34May 8, 2020Updated 6 years ago
- 一些传统推荐算法的实现，包括基于内容的推荐，协同过滤，矩阵分解☆295Mar 7, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 短视频内容理解与推荐竞赛☆12Feb 18, 2019Updated 7 years ago
- 基于深度学习的推荐系统算法库☆17Dec 28, 2018Updated 7 years ago
- 广告推荐系统web展示demo☆10Aug 13, 2015Updated 11 years ago
- fasttext 多标签文本分类☆13Sep 16, 2019Updated 7 years ago
- ☆16Jul 2, 2019Updated 7 years ago
- 2019搜狐第三届内容识别挑战赛rank10☆11Oct 17, 2019Updated 6 years ago
- 音乐推荐系统，基于协同过滤算法与文本推荐算法，根据用户的听歌偏 好为其推荐可能感兴趣的歌曲或者歌单。☆14Sep 21, 2020Updated 6 years ago
- 利用BERT预训练模型进行文本生成，可用于对话、摘要、问题生成等任务。 目前支持策略，词表的插入和删除、自定义Character Embedding、随机词替换等☆10Jun 1, 2022Updated 4 years ago
- pytorch实现聊天机器人，seq2seq模型☆10Feb 9, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 基于Transformer模型构建的聊天机器人-Catalina☆12Jul 5, 2020Updated 6 years ago
- 构建基于逻辑回归的评分卡模型☆47Dec 14, 2018Updated 7 years ago
- 记录edx的哥伦比亚大学机器学习课程资料☆18Sep 9, 2018Updated 8 years ago
- A training and testing framework supporting experiments in CIKM 2016 paper "User Response Learning for Directly Optimizing Campaign Perfo…☆27Sep 11, 2018Updated 8 years ago
- 2016CCF大数据与计算智能大赛——搜狗用户画像☆10Aug 18, 2017Updated 9 years ago
- HUAWEI-DIGIX 算法精英大赛人口属性预测赛题☆10Aug 28, 2019Updated 7 years ago
- Easy-to-use pytorch-based framework for RecSys models☆39Aug 16, 2020Updated 6 years ago