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
☆68Sep 5, 2023Updated 2 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:
- 银行客户流失预警模型☆46Feb 24, 2018Updated 8 years ago
- Complete code of the book " Industrial Machine Learning Algorithms"☆29Apr 24, 2025Updated last year
- 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 2 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☆51Aug 29, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A Distribution-Free Test of Independence Based on Mean Variance Index.☆25Jun 17, 2024Updated last year
- 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 6 years ago
- [ICME 2019] Source code and datasets for "Semi-supervised Compatibility Learning Across Categories for Clothing Matching"☆11Apr 26, 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
- 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
- Customer Churn Analysis Experiments using Classical ML algorithms and Deep Neural Network☆15Apr 7, 2018Updated 8 years ago
- 构建基于逻辑回归的评分卡模型☆48Dec 14, 2018Updated 7 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
- 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 5 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.
- show how to use tensorflow estimator train and export model, then serving model and call for prediction☆26Jul 5, 2023Updated 2 years ago
- A general-purpose framework for solving problems with machine learning applied to predicting customer churn☆426Jun 17, 2024Updated last year
- AutoML☆38Feb 14, 2019Updated 7 years ago
- Use Machine learning to build scorecard model☆32Sep 1, 2018Updated 7 years ago
- ☆30Jun 4, 2021Updated 4 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
- Code for American Express' Default Prediction competition, hosted on Kaggle☆15Sep 1, 2022Updated 3 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 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 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 5 years ago
- 第四届拍拍贷魔镜杯建模分享☆35Jul 26, 2019Updated 6 years ago
- a benchmark to test scalability of xgboost4j-spark and relevant projects☆22Dec 20, 2019Updated 6 years ago
- ☆12Sep 4, 2023Updated 2 years ago
- Graph algorithms implemented in GraphX and Spark styles☆15Apr 26, 2015Updated 11 years ago
- risk_model☆27Jun 25, 2022Updated 3 years ago
- 2020第六届百度&西安交大大数据竞赛暨IKCEST第二届“一带一路”国际大数据竞赛☆12Aug 8, 2020Updated 5 years ago
- 1st Solution for 2019-CIKM-Analyticup: Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation☆234Oct 8, 2025Updated 6 months ago
- KDD 2024 AQA competition 2nd place solution☆12Jul 21, 2024Updated last year
- 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.
- Tensorflow2.x implementations of CTR（LR、FM、FFM)☆72Jul 22, 2021Updated 4 years ago
- Kaggle Avito Demand Challenge (top 1% solution)☆17Jul 31, 2018Updated 7 years ago
- 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☆58Jan 12, 2019Updated 7 years ago
- We use an adversarial expert based online learning algorithm to learn the optimal parameters required to maximise wealth trading zero-cos…☆11Apr 8, 2020Updated 6 years ago
- A simple start for collaborative filtering.☆20Jan 25, 2021Updated 5 years ago
- AlitaNet: A click through rate (ctr) prediction deep learning Network implementation with TensorFlow, including LR, FM, AFM, Wide&Deep, D…☆15Aug 13, 2019Updated 6 years ago
- 天池大数据比赛总结☆41Mar 27, 2018Updated 8 years ago