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)☆926Mar 6, 2020Updated 6 years ago
- An implementation of GBDT+FM☆24Feb 23, 2017Updated 9 years ago
- An implement of Factorization Machines (LibFM)☆249Aug 13, 2018Updated 8 years ago
- A parallel implementation of factorization machines based on Spark☆75Jun 28, 2020Updated 6 years ago
- ☆24Mar 11, 2016Updated 10 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- a python code of applying GBDT+LR for CTR prediction☆338Jul 19, 2018Updated 8 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆107Jul 30, 2018Updated 8 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☆57Jan 12, 2019Updated 7 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆227May 9, 2016Updated 10 years ago
- JData算法大赛☆31Aug 16, 2017Updated 9 years ago
- Using gbdt+lr in recommend system and comparing the auc of lr, gbdt, gbdt+lr.☆23Jul 15, 2017Updated 9 years ago
- Tensorflow implementation of DeepFM for CTR prediction.☆2,066Jun 10, 2018Updated 8 years ago
- Isolation Forest on Spark☆237Oct 15, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models☆85Jan 2, 2023Updated 3 years ago
- Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosop…☆668Jun 17, 2019Updated 7 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
- Source code for 'Pro Spark Streaming' by Zubair Nabi☆11Mar 27, 2017Updated 9 years ago
- Java library and command-line application for converting Apache Spark ML pipelines to PMML☆272Aug 22, 2026Updated 2 weeks ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆903Jun 22, 2021Updated 5 years ago
- LR and FM (with sgd or ftrl) model☆25Jun 1, 2016Updated 10 years ago
- JPMML-SparkML plugin for converting XGBoost4J-Spark models to PMML☆37Mar 25, 2020Updated 6 years ago
- Wide and Deep Learning for CTR Prediction in tensorflow☆292Aug 27, 2021Updated 5 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.
- JPMML-SparkML plugin for converting LightGBM-Spark models to PMML☆44Oct 23, 2021Updated 4 years ago
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,089Aug 28, 2023Updated 3 years ago
- ☆16Dec 18, 2020Updated 5 years ago
- spark性能调优总结 spark config and tuning☆118Mar 9, 2018Updated 8 years ago
- Recommend system recall algorithms based on Pandas and Cython.☆12Apr 13, 2026Updated 4 months ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,433Apr 18, 2026Updated 4 months ago
- spark ml 算法原理剖析以及具体的源码实现分析☆1,957Mar 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 6 years ago
- ☆43Apr 28, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆1,254Aug 16, 2024Updated 2 years ago
- gbdt+lr☆160Mar 15, 2019Updated 7 years ago
- A Flexible and Powerful Parameter Server for large-scale machine learning☆6,787Jul 26, 2026Updated last month
- Papers on Computational Advertising☆4,397Feb 9, 2021Updated 5 years ago
- ☆18Jan 19, 2018Updated 8 years ago
- code exercise: dbscan(ballTree improve) | ctr(ftrl) | text classification(bayes..) | kmeans | general LR |..☆26Jan 21, 2016Updated 10 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,052Jul 2, 2026Updated 2 months ago