kangshantong / ps-dnnLinks
这是一个基于参数服务器(Parameter Server)PS-Lite的分布式深度学习训练和预测框架。This is a model training and prediction framework.1) It includes a complete set of processes such as sample generation, feature extraction, model training and prediction 2) It is lightweight, based on C++, and can be directly used for online business where tensorflow is too inconvenient 3)it su…
☆28Updated 3 years ago
Alternatives and similar repositories for ps-dnn
Users that are interested in ps-dnn are comparing it to the libraries listed below
Sorting:
- ☆46Updated 2 years ago
- A flexible, high-performance framework for large-scale retrieval problems based on TensorFlow.☆165Updated 7 months ago
- DNN framework based on ps-lite☆30Updated 4 years ago
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆224Updated 7 years ago
- embedx 是基于 c++ 开发的、完全自研的分布式 embedding 训练和推理框架。它目前支持 图模型、深度排序、召回模型和图与排序、图与召回的联合训练模型等☆310Updated last year
- Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.☆71Updated 4 years ago
- ☆72Updated last year
- 阿里巴巴ESMM模型解读☆42Updated 5 years ago
- Implement Wide & Deep algorithm by using NumPy☆156Updated 6 years ago
- ☆207Updated 5 months ago
- 计算广告机制策略相关材料整理(A collection of research and application papers about Strategy in Internet advertising.)☆169Updated last year
- 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。☆104Updated 5 years ago
- it's the realization of Tree-based Deep Model with tensorflow☆32Updated 5 years ago
- Spark SQL 实现 ItemCF,UserCF,Swing,推荐系统,推荐算法,协同过滤☆141Updated 5 years ago
- Advanced Retrieval Algorithms for Decomposing Large-Scale Candidate Set into Pieces.☆72Updated 4 months ago
- some useful papers and blogs for people who are interested in online advertising☆74Updated 2 years ago
- a TensorFlow-based distributed training framework optimized for large-scale sparse data.☆329Updated 2 months ago
- A distributed logistic regression system based on ps-lite.☆45Updated 8 years ago
- 算法相关的各种论文和slides☆42Updated 6 years ago
- Sharing the CTR Prediction original paper and personal study notes☆146Updated 5 years ago
- 存放推荐算法相关代码、文档、资料☆254Updated 4 years ago
- ☆15Updated last year
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆203Updated 3 years ago
- A Lighting Pytorch Framework for Recommendation System, Easy-to-use and Easy-to-extend.☆82Updated 3 years ago
- xgboost 源码分析☆31Updated 8 years ago
- 在常规推荐系统算法和系统双优化的范式下,一线公司针对单个任务或单个业务的效果挖掘几乎达到极限。从2019年我们开始关注多种信息的萃取融合,提出了OneRec算法,希望通过平台或外部各种各样的信息来进行知识集成,打破数据孤岛,极大扩充推荐的“Extra World Knowl…☆176Updated last month
- I have surveyed the technology and papers of CTR & Recommender System, and implemented 25 common-used models with Pytorch for reusage. …☆54Updated last year
- Google多任务模型MMoE☆82Updated 4 years ago
- Vector Search Engine base on BRPC + FAISS☆149Updated 5 years ago
- An easy-to-use framework for large scale recommendation algorithms.☆212Updated last week