Deep-Learning based CTR models implemented by PyTorch
☆254Mar 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.☆3,476Jul 9, 2026Updated 3 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)☆937Nov 15, 2019Updated 6 years ago
- ☆1,208Mar 6, 2019Updated 7 years ago
- The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc☆759Mar 3, 2018Updated 8 years ago
- Implements of Awesome RecSystem Models with PyTorch/TF2.0☆256Apr 4, 2020Updated 6 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.
- 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）☆279May 9, 2025Updated last year
- 基于 Pytorch 实现推荐系统相关的算法☆188Nov 17, 2021Updated 4 years ago
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆76Oct 22, 2019Updated 7 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,049Oct 11, 2026Updated 3 weeks ago
- Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benc…☆550Aug 8, 2024Updated 2 years ago
- DIEN-pipline implement☆35Oct 15, 2019Updated 7 years ago
- ☆1,736Jun 12, 2020Updated 6 years ago
- Recommender Learning with Tensorflow2.x☆1,980Apr 29, 2022Updated 4 years ago
- Factorization Machine models in PyTorch☆1,080Apr 8, 2024Updated 2 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.
- ☆292Oct 11, 2019Updated 7 years ago
- AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction☆182Dec 7, 2021Updated 4 years ago
- Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"☆449May 23, 2023Updated 3 years ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,436Apr 18, 2026Updated 6 months ago
- A PyTorch implementation of DeepFM for CTR prediction problem.☆406Jun 1, 2021Updated 5 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
- 2018腾讯社交广告33名；☆22Jul 30, 2018Updated 8 years ago
- An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.☆1,160Jun 1, 2022Updated 4 years ago
- CTR prediction using FM FFM and DeepFM☆752Aug 3, 2018Updated 8 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.
- ☆174Jul 20, 2020Updated 6 years ago
- Sequential deep matching model for recommender system at Alibaba☆206May 19, 2020Updated 6 years ago
- 深度学习相关的模型训练、评估和预测相关代码☆1,045Jul 26, 2021Updated 5 years ago
- CTR模型代码和学习笔记总结☆395Aug 28, 2021Updated 5 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☆1,017Jan 20, 2024Updated 2 years ago
- ☆29Jan 28, 2021Updated 5 years ago
- LR, Wide&Deep, DCN, NFM, DeepFM, NFFM☆116May 2, 2019Updated 7 years ago
- Deep Interest Network for Click-Through Rate Prediction / Deep Interest Evolution Network for Click-Through Rate Prediction☆82Jun 22, 2020Updated 6 years ago
- Field-aware factorization machine (FFM) with FTRL☆46Sep 17, 2023Updated 3 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.
- Classic papers and resources on recommendation☆3,578Oct 16, 2025Updated last year
- 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。☆106May 31, 2020Updated 6 years ago
- Tensorflow implementation of DeepFM for CTR prediction.☆2,064Jun 10, 2018Updated 8 years ago
- “Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.☆648Feb 11, 2026Updated 8 months ago
- 基于side information版的 word2vec 《Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba》☆23May 20, 2020Updated 6 years ago
- RSTutorials: A Curated List of Must-read Papers on Recommender System.☆6,521Oct 26, 2026Updated last week