a python code of applying GBDT+LR for CTR prediction
☆338Jul 19, 2018Updated 8 years ago
Alternatives and similar repositories for LightGBM-GBDT-LR
Users that are interested in LightGBM-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:
- gbdt+lr☆160Mar 15, 2019Updated 7 years ago
- Using gbdt+lr in recommend system and comparing the auc of lr, gbdt, gbdt+lr.☆23Jul 15, 2017Updated 9 years ago
- CTR prediction model based on spark(LR, GBDT, DNN)☆922Mar 6, 2020Updated 6 years ago
- ☆1,255Aug 16, 2024Updated 2 years ago
- Tensorflow implementation of DeepFM for CTR prediction.☆2,064Jun 10, 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.
- CTR prediction using FM FFM and DeepFM☆752Aug 3, 2018Updated 8 years ago
- The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc☆759Mar 3, 2018Updated 8 years ago
- An implementation of GBDT+FM☆24Feb 23, 2017Updated 9 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
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Dec 27, 2018Updated 7 years ago
- This's the tool for CTR, including FM, FFM, NFFM and so on.☆316Feb 21, 2019Updated 7 years ago
- A simple GBDT in Python☆357Sep 19, 2018Updated 8 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
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,049Oct 11, 2026Updated 3 weeks 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.
- Tensorflow2.x implementations of CTR（LR、FM、FFM)☆72Jul 22, 2021Updated 5 years ago
- IJCAI2018阿里妈妈搜索广告转化率预估baseline LB 0.0831☆86Mar 19, 2018Updated 8 years ago
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆937Nov 15, 2019Updated 6 years ago
- ☆1,736Jun 12, 2020Updated 6 years ago
- 基于深度学习的CTR预估，从FM推演各深度学习CTR预估模型（附代码）☆207Jul 16, 2018Updated 8 years ago
- LightGBM 中文文档☆766Aug 1, 2023Updated 3 years ago
- "Yun Cup" Scenic Reputation Evaluation Score Forecast 3th Solution☆13May 15, 2018Updated 8 years ago
- Wide and Deep Learning for CTR Prediction in tensorflow☆292Aug 27, 2021Updated 5 years ago
- tensorflow实战练习，包括强化学习、推荐系统、nlp等☆7,035Sep 24, 2023Updated 3 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.
- Tencent Social Ads 2017 contest rank 20☆158Sep 24, 2017Updated 9 years ago
- An attempt of training DNN models to predict ad click-through rate, implemented with Theano.☆408Jun 12, 2017Updated 9 years ago
- LR, Wide&Deep, DCN, NFM, DeepFM, NFFM☆116May 2, 2019Updated 7 years ago
- Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest☆372Dec 8, 2017Updated 8 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆258Nov 10, 2016Updated 9 years ago
- SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks☆658Jul 25, 2024Updated 2 years ago
- 复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征☆695Jul 4, 2018Updated 8 years ago
- An implement of Factorization Machines (LibFM)☆246Aug 13, 2018Updated 8 years ago
- IJCAI-18 阿里妈妈搜索广告转化预测☆53Apr 6, 2018Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 腾讯2017社交广告源码（决赛排名第23位）☆292Aug 3, 2018Updated 8 years ago
- ☆219Mar 15, 2025Updated last year
- Gradient Boosting Enhanced with Step-Wise Feature Augmentation☆17Jan 13, 2021Updated 5 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
- python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification ar…☆736Jun 15, 2019Updated 7 years ago
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,091Aug 28, 2023Updated 3 years ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,952Updated this week