Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark
☆88Dec 27, 2018Updated 7 years ago
Alternatives and similar repositories for spark-gbtlr
Users that are interested in spark-gbtlr are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CTR prediction model based on spark(LR, GBDT, DNN)☆925Mar 6, 2020Updated 6 years ago
- An implementation of GBDT+FM☆24Feb 23, 2017Updated 9 years ago
- An implement of Factorization Machines (LibFM)☆250Aug 13, 2018Updated 7 years ago
- A parallel implementation of factorization machines based on Spark☆75Jun 28, 2020Updated 5 years ago
- ☆24Mar 11, 2016Updated 10 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- a python code of applying GBDT+LR for CTR prediction☆337Jul 19, 2018Updated 7 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆107Jul 30, 2018Updated 7 years ago
- CTR prediction models based on spark(LR，FM、XGBoost、XGBoostLR、XGBoostFM)☆34May 8, 2020Updated 6 years ago
- A java implementation of LightGBM predicting part☆88Dec 5, 2023Updated 2 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
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆229May 9, 2016Updated 10 years ago
- Using gbdt+lr in recommend system and comparing the auc of lr, gbdt, gbdt+lr.☆24Jul 15, 2017Updated 8 years ago
- JData算法大赛☆31Aug 16, 2017Updated 8 years ago
- Tensorflow implementation of DeepFM for CTR prediction.☆2,065Jun 10, 2018Updated 7 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.
- Isolation Forest on Spark☆236Oct 15, 2024Updated last year
- Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models☆84Jan 2, 2023Updated 3 years ago
- Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosop…☆671Jun 17, 2019Updated 6 years ago
- Source code for 'Pro Spark Streaming' by Zubair Nabi☆11Mar 27, 2017Updated 9 years ago
- This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。☆361Mar 31, 2019Updated 7 years ago
- Java library and command-line application for converting Apache Spark ML pipelines to PMML☆271Apr 11, 2026Updated 3 weeks ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆904Jun 22, 2021Updated 4 years ago
- LR and FM (with sgd or ftrl) model☆25Jun 1, 2016Updated 9 years ago
- JPMML-SparkML plugin for converting XGBoost4J-Spark models to PMML☆37Mar 25, 2020Updated 6 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.
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,097Aug 28, 2023Updated 2 years ago
- Wide and Deep Learning for CTR Prediction in tensorflow☆292Aug 27, 2021Updated 4 years ago
- JPMML-SparkML plugin for converting LightGBM-Spark models to PMML☆43Oct 23, 2021Updated 4 years ago
- spark性能调优总结 spark config and tuning☆118Mar 9, 2018Updated 8 years ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,424Apr 18, 2026Updated 3 weeks ago
- spark ml 算法原理剖析以及具体的源码实现分析☆1,959Mar 25, 2019Updated 7 years ago
- 【数据虫巢】公众号《数据与广告》系列对应机器学习实例。☆28Jun 6, 2020Updated 5 years ago
- ☆1,255Aug 16, 2024Updated last year
- code exercise: dbscan(ballTree improve) | ctr(ftrl) | text classification(bayes..) | kmeans | general LR |..☆26Jan 21, 2016Updated 10 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.
- 机器学习项目☆37Mar 13, 2017Updated 9 years ago
- ☆43Apr 28, 2020Updated 6 years ago
- Papers on Computational Advertising☆4,389Feb 9, 2021Updated 5 years ago
- ☆18Jan 19, 2018Updated 8 years ago
- gbdt+lr☆161Mar 15, 2019Updated 7 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,024Apr 26, 2026Updated last week
- 基础的深度学习实验研究结果汇总笔记☆509May 22, 2023Updated 2 years ago