零售电商客户流失模型，基于tensorflow，xgboost4j-spark，spark-ml实现LR，FM，GBDT，RF，进行模型效果对比，离线/在线部署方式总结
☆67Sep 5, 2023Updated 3 years ago
Alternatives and similar repositories for customer_churn_prediction
Users that are interested in customer_churn_prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
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 3 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。☆20Sep 5, 2023Updated 3 years ago
- Spark Streaming + kafka + hbase☆15Nov 19, 2018Updated 7 years ago
- 风控建模评分报告☆11Oct 16, 2020Updated 5 years ago
- 利用Encoder对二分类任务的序列数据进行概率预测☆50Aug 29, 2020Updated 6 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.
- A Distribution-Free Test of Independence Based on Mean Variance Index.☆25Jun 17, 2024Updated 2 years ago
- 字节跳动短视频理解比赛，代码带详细注释☆18Apr 3, 2019Updated 7 years ago
- A final Year Project about Augmented and Automated Underwriting in Insurance using Machine Learning☆12Jul 18, 2023Updated 3 years ago
- [ICME 2019] Source code and datasets for "Semi-supervised Compatibility Learning Across Categories for Clothing Matching"☆11Apr 26, 2024Updated 2 years ago
- GBDT结合LR的二分类模型，封装成了一个类。scikit-learn风格，可以fit和predict。有run_demo☆11Sep 5, 2019Updated 7 years ago
- show how to use tensorflow estimator train and export model, then serving model and call for prediction☆26Jul 5, 2023Updated 3 years ago
- 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
- 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
- Customer Churn Analysis Experiments using Classical ML algorithms and Deep Neural Network☆15Apr 7, 2018Updated 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 推荐系统相关模型 包括召回和排序☆30Mar 5, 2020Updated 6 years ago
- 简易的模型监控界面：定期更新的用户信用分及特征分布☆16Jan 12, 2018Updated 8 years ago
- A general-purpose framework for solving problems with machine learning applied to predicting customer churn☆427Jun 17, 2024Updated 2 years ago
- 这是一个简单的粤语注音工具，可对中文进行粤语的注音，查询词语的解析和查询某个发 音有哪些对应的字。☆11Jan 5, 2015Updated 11 years ago
- hscredit是为金融风控策略和模型人员提供的工具包，包含从数据探索、特征工程、分箱、编码、筛选到建模和报告生成的全流程解决方案。鉴真伪，斟信用，衡风险，枢定策 —— 衡枢真信，智能风控，一站掌控☆21Updated this week
- Graph algorithms implemented in GraphX and Spark styles☆15Apr 26, 2015Updated 11 years ago
- AutoML☆38Feb 14, 2019Updated 7 years ago
- ☆15Apr 22, 2020Updated 6 years ago
- Quantifying and reporting uncertainty in drug discovery predictions with probabilistic models☆11Apr 29, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆30Jun 4, 2021Updated 5 years ago
- Use Machine learning to build scorecard model☆32Sep 1, 2018Updated 8 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
- Spark program with scala：MLlib基本数据类型的使用；MLlib提供的数理统计方法的使用；机器学习算法Demo☆12Sep 23, 2020Updated 6 years ago
- Embedding模型代码和学习笔记总结☆42Aug 28, 2021Updated 5 years ago
- Reusable Python classes that extend open source PySpark capabilities. Examples of implementation is available under notebooks of repo htt…☆13Nov 1, 2024Updated last year
- a benchmark to test scalability of xgboost4j-spark and relevant projects☆22Dec 20, 2019Updated 6 years ago
- 第四届拍拍贷魔镜杯建模分享☆35Jul 26, 2019Updated 7 years ago
- ☆49Dec 21, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An interactive visualization of deep ocean circulation on Earth.☆14Nov 5, 2023Updated 2 years ago
- 招商银行2021FinTech精英训练营☆15May 12, 2021Updated 5 years ago
- 1st Solution for 2019-CIKM-Analyticup: Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation☆234Oct 8, 2025Updated 11 months ago
- 人工智能社会保险反欺诈分析☆29Aug 5, 2018Updated 8 years ago
- A simple start for collaborative filtering.☆20Jan 25, 2021Updated 5 years ago
- KDD 2024 AQA competition 2nd place solution☆12Jul 21, 2024Updated 2 years ago
- This project shows how to perform customers segmentation using Machine Learning algorithms. Three techniques will be presented and compar…☆10Oct 19, 2020Updated 5 years ago