Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
☆905Jun 22, 2021Updated 4 years ago
Alternatives and similar repositories for alphaFM
Users that are interested in alphaFM are comparing it to the libraries listed below
Sorting:
- Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.☆71Jun 22, 2021Updated 4 years ago
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆223Mar 14, 2018Updated 7 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,001Aug 9, 2024Updated last year
- Papers on Computational Advertising☆4,380Feb 9, 2021Updated 5 years ago
- Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosop…☆672Jun 17, 2019Updated 6 years ago
- A Library for Field-aware Factorization Machines☆1,600Aug 16, 2024Updated last year
- Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank a…☆110Jun 22, 2021Updated 4 years ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,412Apr 26, 2025Updated 10 months ago
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆933Nov 15, 2019Updated 6 years ago
- Tensorflow implementation of DeepFM for CTR prediction.☆2,065Jun 10, 2018Updated 7 years ago
- An industrial deep learning framework for high-dimension sparse data☆4,306Sep 25, 2024Updated last year
- 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
- 深度学习相关的模型训练、评估和预测相关代码☆1,040Jul 26, 2021Updated 4 years ago
- TensorFlow Script☆686Mar 28, 2024Updated last year
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆260Nov 10, 2016Updated 9 years ago
- Classic papers and resources on recommendation☆3,511Oct 16, 2025Updated 4 months ago
- Distributed FM and LR based on Parameter Server with Ftrl☆127Sep 19, 2017Updated 8 years ago
- Distributed Factorization Machines☆299Mar 23, 2016Updated 9 years ago
- ☆1,715Jun 12, 2020Updated 5 years ago
- CTR prediction model based on spark(LR, GBDT, DNN)☆924Mar 6, 2020Updated 6 years ago
- Library for factorization machines☆1,490Mar 28, 2020Updated 5 years ago
- libffm with ftrl updater☆94Jul 30, 2017Updated 8 years ago
- ☆410Mar 18, 2025Updated 11 months ago
- An implement of Factorization Machines (LibFM)☆250Aug 13, 2018Updated 7 years ago
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,096Aug 28, 2023Updated 2 years ago
- Multithreaded Asynchronous FTRL Proximal Implementation☆128Jun 18, 2017Updated 8 years ago
- TensorFlow Implementation of Attentional Factorization Machine☆407Jul 16, 2018Updated 7 years ago
- ☆754Oct 29, 2019Updated 6 years ago
- ☆1,258Aug 16, 2024Updated last year
- A framework for large scale recommendation algorithms.☆2,279Dec 19, 2025Updated 2 months ago
- A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.☆3,689Dec 20, 2024Updated last year
- Recommender Learning with Tensorflow2.x☆1,984Apr 29, 2022Updated 3 years ago
- ☆1,197Mar 6, 2019Updated 7 years ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Dec 3, 2017Updated 8 years ago
- Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribut…☆373Jan 30, 2020Updated 6 years ago
- 推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction☆1,022Jan 20, 2024Updated 2 years ago
- A lightweight parameter server interface☆1,560Jan 11, 2023Updated 3 years ago
- Gradient boosting decision trees.☆365Feb 18, 2019Updated 7 years ago
- ☆291Oct 11, 2019Updated 6 years ago