Deep-Learning based CTR models implemented by PyTorch
☆256Mar 11, 2021Updated 5 years ago
Alternatives and similar repositories for prediction-flow
Users that are interested in prediction-flow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,424Apr 18, 2026Updated 2 weeks 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
- ☆1,207Mar 6, 2019Updated 7 years ago
- Implements of Awesome RecSystem Models with PyTorch/TF2.0☆256Apr 4, 2020Updated 6 years ago
- The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc☆760Mar 3, 2018Updated 8 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.
- 一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM, xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）☆278May 9, 2025Updated 11 months ago
- 基于 Pytorch 实现推荐系统相关的算法☆190Nov 17, 2021Updated 4 years ago
- DIEN-pipline implement☆35Oct 15, 2019Updated 6 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,027Apr 26, 2026Updated last week
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆76Oct 22, 2019Updated 6 years ago
- Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benc…☆550Aug 8, 2024Updated last year
- ☆1,723Jun 12, 2020Updated 5 years ago
- Recommender Learning with Tensorflow2.x☆1,986Apr 29, 2022Updated 4 years ago
- AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction☆184Dec 7, 2021Updated 4 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.
- ☆293Oct 11, 2019Updated 6 years ago
- Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"☆448May 23, 2023Updated 2 years ago
- Factorization Machine models in PyTorch☆1,084Apr 8, 2024Updated 2 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 2 weeks ago
- 2018腾讯社交广告33名；☆22Jul 30, 2018Updated 7 years ago
- Experiment results using FM, FFM and DeepFM algorithms in Criteo Display Advertising Challenge(https://www.kaggle.com/c/criteo-display-ad…☆13Apr 15, 2020Updated 6 years ago
- A PyTorch implementation of DeepFM for CTR prediction problem.☆408Jun 1, 2021Updated 4 years ago
- Sequential deep matching model for recommender system at Alibaba☆208May 19, 2020Updated 5 years ago
- An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.☆1,164Jun 1, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- “Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.☆643Feb 11, 2026Updated 2 months ago
- 深度学习相关的模型训练、评估和预测相关代码☆1,044Jul 26, 2021Updated 4 years ago
- CTR模型代码和学习笔记总结☆397Aug 28, 2021Updated 4 years ago
- ☆173Jul 20, 2020Updated 5 years ago
- CTR prediction using FM FFM and DeepFM☆753Aug 3, 2018Updated 7 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☆1,020Jan 20, 2024Updated 2 years ago
- Deep Recommenders☆327Jul 6, 2023Updated 2 years ago
- Field-aware factorization machine (FFM) with FTRL☆46Sep 17, 2023Updated 2 years ago
- LR, Wide&Deep, DCN, NFM, DeepFM, NFFM☆116May 2, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A toy implementation of Neural Graph Collaborative filtering☆88Jan 10, 2020Updated 6 years ago
- LR, FM, DeepFM, xDeepFM, DIN, CF等推荐算法代码demo。采用TFRecords作为输入，方便实际场景应用。☆105May 31, 2020Updated 5 years ago
- A unified, comprehensive and efficient recommendation library☆4,415Feb 24, 2025Updated last year
- 1st Solution for 2019-CIKM-Analyticup: Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation☆234Oct 8, 2025Updated 6 months ago
- BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS☆389Nov 8, 2024Updated last year
- Tensorflow implementation of DeepFM for CTR prediction.☆2,065Jun 10, 2018Updated 7 years ago
- Classic papers and resources on recommendation☆3,538Oct 16, 2025Updated 6 months ago