ctr-prediction

There are 39 repositories under ctr-prediction topic.

wzhe06 / Ad-papers
Papers on Computational Advertising
computational-advertising machine-learning ctr-prediction deep-learning advertising recommender-system papers
Language:Python 4131
RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
recommender-systems collaborative-filtering knowledge-graph ctr-prediction deep-learning pytorch graph-neural-networks sequential-recommendation recommendations recommendation-system recommender
Language:Python 3201
ChenglongChen / tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
factorization-machine deepfm ctr-prediction deep-ctr ctr click-through-rate
Language:Python 2031
mJackie / RecSys
计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估
ctr ctr-prediction machine-learning recommendation-system recommender-system
1900
ZiyaoGeng / RecLearn
Recommender Learning with Tensorflow2.x
afm criteo ctr-prediction dcn deepcross deepfm factorization-machine ffm fm matrix-factorization ncf neural-network nfm pnn python3 recommender-system tensorflow2 widedeep xdeepfm
Language:Python 1815
alibaba / EasyRec
A framework for large scale recommendation algorithms.
recommendation-algorithms recommender-system dssm esmm mind deepfm dlrm autoint din eges pdn online-learning deepmatching multi-task-learning automl capsule-network transformers-models wide-and-deep ctr-prediction
Language:Python 1519
rixwew / pytorch-fm
Factorization Machine models in PyTorch
factorization-machines pytorch deepfm xdeepfm autoint ffm fm nfm fnfm dcn pnn movielens-dataset criteo-dataset avazu-dataset ctr-prediction collaborative-filtering neural-collaborative-filtering hofm
Language:Python 988
qiaoguan / deep-ctr-prediction
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
ad-algorithm afm ctr ctr-prediction deep-cross deep-ctr deep-interest-network deepfm esmm factorization-machine fibinet recommendation recommendation-algorithm recommendation-algorithms resnet transformer xdeepfm
Language:Python 902
wzhe06 / SparkCTR
CTR prediction model based on spark(LR, GBDT, DNN)
ctr-prediction machine-learning computational-advertising scala spark spark-mllib spark-ml
Language:Scala 897
reczoo / FuxiCTR
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io
ctr ctr-prediction cvr pytorch recommender-systems
Language:Python 798
lambdaji / tf_repos
TensorFlow Script
ctr-prediction deep-learning deepfm din multi-task-learning pnn tensorflow wide-and-deep
Language:Python 680
DataCanvasIO / DeepTables
DeepTables: Deep-learning Toolkit for Tabular data
tabular-data deep-learning deepfm fm afm dcn-model ctr-prediction pnn xdeepfm wide-and-deep autoint fgcnn fibinet factorization-machines structured-data
Language:Python 644
mengfeizhang820 / Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
recommender-systems neural-collaborative-filtering sequential-recommendation knowledge-graph-for-recommendation ctr-prediction embeddings industry-recommendations graph-embedding session-based-recommendation collaborative-filtering
447
Atomu2014 / product-nets
Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.
categorical-features deep-learning ctr-prediction recommender-system
Language:Python 375
DSXiangLi / CTR
CTR模型代码和学习笔记总结
ctr-prediction recommendation-algorithms wide-and-deep fm ffm tensorflow pnn fnn deepfm afm nfm frappe deep-cross dcn xdeepfm fibinet deepinterestnetwork
Language:Python 367
chenxijun1029 / DeepFM_with_PyTorch
A PyTorch implementation of DeepFM for CTR prediction problem.
deepfm pytorch ctr-prediction
Language:Python 360
datawhalechina / torch-rechub
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
ctr-prediction pytorch recommendation-system recsys
Language:Python 354
reczoo / BARS
BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS
benchmarking ctr-prediction item-matching recommender-system collaborative-filtering ranking
Language:Python 328
UlionTse / mlgb
MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. MLGB是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。
ctr-prediction deep-learning machine-learning recommender-system autoint dcn deepfm din dssm esmm fibinet mind mmoe ple pnn edcn masknet pepnet xdeepfm dsin
Language:Python 316
archersama / awesome-recommend-system-pretraining-papers
Paper List for Recommend-system PreTrained Models
papers pretraining pretraining-for-ir recommender-system pretraining-paper ctr-prediction recommendation llm paper large-language-model in-context-learning recommendation-system awesome awesome-list paperlist
302
Lapis-Hong / wide_deep
Wide and Deep Learning for CTR Prediction in tensorflow
tensorflow ctr-prediction wide-and-deep
Language:Python 289
ChenglongChen / tensorflow-XNN
4th Place Solution for Mercari Price Suggestion Competition on Kaggle using DeepFM variant.
kaggle-competition deepfm factorization-machines snapshot-ensemble ctr-prediction deep-ctr ctr fm
Language:Python 280
huangsg1 / uncertainty-calibration
A collection of research and application papers of (uncertainty) calibration techniques.
calibration uncertainty-calibration ctr-prediction advertising papers
271
easezyc / Multitask-Recommendation-Library
MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.
multitask-learning recommendation recommender-system advertising multitask-recommendation transfer-learning ctr-prediction
Language:Python 262
GitHub-HongweiZhang / prediction-flow
Deep-Learning based CTR models implemented by PyTorch
pytorch ctr ctr-prediction deep-learning deepfm deepinterestnetwork dnn deepneuralnetworks din recommendation prediction-flow torch ctr-models machine-learning attention-mechanism attention dien deepinterestevolutionnetwork wide-and-deep
Language:Python 248
ustcml / RecStudio
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
collaborative-filtering ctr-prediction deep-learning factorization-machines knowledge-graph matrix-factorization pytorch recommender-system sequential-recommendation graph-neural-networks
Language:Python 164
HaSai666 / rec_pangu
rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.
ctr-prediction deep-learning multi-task-learning ranking-algorithm recommendation-system comirec deepfm pytorch recommender-system collaborative-filtering graph-neural-networks graph-recommendations sequential-recommendation
Language:Python 150
reczoo / RecBook
推荐系统修炼手册
recommender-systems ctr-prediction
116
alimamarankgroup / HPMN
Lifelong sequential modeling for user response prediction. A comprehensive evaluation framework for our SIGIR 2019 paper.
ctr-prediction user-response-prediction user-modeling memory-network
Language:Python 101
titicaca / spark-gbtlr
Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark
hybrid-model boosted-decision-trees logistic-regression spark-ml gradient-boosted-trees spark ctr ctr-prediction
Language:Scala 89
Lapis-Hong / Wide-ResDNN
Wide and Deep Learning(Wide&ResDNN) for Kaggle Criteo Dataset in tensorflow
tensorflow wide-and-deep deep-learning ctr-prediction
Language:Python 82
CRIPAC-DIG / Fi_GNN
[CIKM 2019] Code and dataset for "Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction"
ctr-prediction graph-neural-networks
81
loserChen / Awesome-Recommender-System
The collection of papers about recommender system
paper recommender-system awesome rating-prediction poi-recommendation collaborative-filtering attention social-recommendation embeddings ctr-prediction
80
StrayCamel247 / Django_web
✨ DJANGO3.1 网站，集成用户管理，文章博客管理，算法模型可视化系统等功能
python3 bootstrap4 django-project markdown mdeditor nginx service-nginx nohup django gunicorn django-blogback vue vuejs deeplearning ctr-prediction ctr machine-learning machine-learning-algorithms
Language:Python 72
Fisher87 / ai_explore
机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现
nlp recommendation-algorithms machine-learning deep-learning tensorflow text-matching ctr-prediction ner
Language:Python 65
duchao0726 / DUAL
Code for paper "Exploration in Online Advertising Systems with Deep Uncertainty-Aware Learning"
ctr-prediction uncertainty-estimation deep-learning gaussian-processes
Language:Python 62