Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.
☆671Jun 17, 2019Updated 6 years ago
Alternatives and similar repositories for LightCTR
Users that are interested in LightCTR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆223Mar 14, 2018Updated 8 years ago
- A lightweight parameter server interface☆1,562Mar 2, 2026Updated last month
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆904Jun 22, 2021Updated 4 years ago
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,095Aug 28, 2023Updated 2 years ago
- logistic regression model by ftrl based on ps-lite(parameter server)☆34Sep 11, 2016Updated 9 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- LR、FM model solved by ftrl and sgd parallel on MPI☆110Dec 3, 2017Updated 8 years ago
- An industrial deep learning framework for high-dimension sparse data☆4,304Sep 25, 2024Updated last year
- Distributed FM and LR based on Parameter Server with Ftrl☆127Sep 19, 2017Updated 8 years ago
- A Library for Field-aware Factorization Machines☆1,600Aug 16, 2024Updated last year
- sparse word2vec☆107Jul 7, 2022Updated 3 years ago
- TensorFlow Script☆687Mar 28, 2024Updated 2 years ago
- ☆1,255Aug 16, 2024Updated last year
- A Flexible and Powerful Parameter Server for large-scale machine learning☆6,786Oct 13, 2025Updated 6 months ago
- Papers on Computational Advertising☆4,380Feb 9, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- An attempt of training DNN models to predict ad click-through rate, implemented with Theano.☆408Jun 12, 2017Updated 8 years ago
- Distributed Factorization Machines☆299Mar 23, 2016Updated 10 years ago
- Multithreaded Asynchronous FTRL Proximal Implementation☆126Jun 18, 2017Updated 8 years ago
- libffm with ftrl updater☆94Jul 30, 2017Updated 8 years ago
- Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.☆129Jun 22, 2021Updated 4 years ago
- Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logi…☆350Jul 6, 2022Updated 3 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,019Updated this week
- Library for factorization machines☆1,488Mar 28, 2020Updated 6 years ago
- A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.☆3,684Dec 20, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆934Nov 15, 2019Updated 6 years ago
- ☆1,722Jun 12, 2020Updated 5 years ago
- HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training☆1,058Mar 12, 2026Updated last month
- a parameter server for distributed machine learning applications☆105Apr 25, 2016Updated 9 years ago
- Some deep learning based recsys for open learning.☆400May 22, 2018Updated 7 years ago
- CTR prediction model based on spark(LR, GBDT, DNN)☆925Mar 6, 2020Updated 6 years ago
- LIBBLE by Parameter Server☆17Sep 17, 2018Updated 7 years ago
- ☆1,204Mar 6, 2019Updated 7 years ago
- A high performance and generic framework for distributed DNN training☆3,714Oct 3, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 2nd place solution for Avazu click-through rate prediction competition☆439Feb 24, 2015Updated 11 years ago
- Tensorflow implementation of DeepFM for CTR prediction.☆2,065Jun 10, 2018Updated 7 years ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,419Apr 26, 2025Updated 11 months ago
- Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribut…☆372Jan 30, 2020Updated 6 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆259Nov 10, 2016Updated 9 years ago
- ☆753Oct 29, 2019Updated 6 years ago
- The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc☆760Mar 3, 2018Updated 8 years ago