orion-orion / Distributed-ML-PySparkLinks
🔨 使用Spark/Pytorch实现分布式算法,包括图/矩阵计算(graph/matrix computation)、随机算法、优化(optimization)和机器学习。参考刘铁岩《分布式机器学习》和CME 323课程
☆39Updated 2 years ago
Alternatives and similar repositories for Distributed-ML-PySpark
Users that are interested in Distributed-ML-PySpark are comparing it to the libraries listed below
Sorting:
- 中科大凌青老师凸优化课程的课程笔记☆33Updated 4 years ago
- The code for the paper "QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient"☆17Updated 2 years ago
- implementation of federated neural collaborative filtering algorithm☆11Updated 2 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆36Updated last year
- 📝 Summary of recommendation, advertising and search models.【推广搜技术汇总⭐】☆23Updated 2 years ago
- 顶 不住的运筹优化☆184Updated last year
- USTC 2021春季学期 深度学习导论实验:FNN,CNN,RNN,LSTM,BERT,GCN☆28Updated 4 years ago
- 算法岗面试资料-百面深度学习、百面机器学习书籍等等☆61Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- a deep learning-driven scheduler for elastic training in deep learning clusters☆30Updated 4 years ago
- 🔬 [SDM'24] This is the source code and baselines of our paper FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled…☆30Updated last year
- ☆100Updated last year
- Graph Partitioning for Large-scale Graph Datasets☆97Updated 3 years ago
- Learning material for CMU10-714: Deep Learning System☆270Updated last year
- 推荐系统入门教程,包含基础知识和相应的运行实例☆10Updated last year
- 🔥数据科学竞赛 Baseline & Topline☆143Updated 2 years ago
- Federated Fairness-aware Recommendation☆14Updated 2 years ago
- ☆18Updated last year
- 数据竞赛笔记fork☆79Updated 2 years ago
- Federated Learning Paper Reading List☆23Updated 2 years ago
- A pupil in the computer world.(Felix Fu)☆243Updated last year
- Tutorials and paper lists for federated learning☆67Updated 3 years ago
- 论文实验数据绘图(CS类)☆37Updated 5 months ago
- 一个用于联邦学习或分布式机器学习,对不同网络拓扑进行实验的简易框架。☆38Updated 2 years ago
- A demo of end-to-end federated learning system.☆69Updated 3 years ago
- 此项目中将上传我在B站《强化学习理论基础》系列视频中的板书、参考资料等内容。☆80Updated 2 years ago
- 动手学推荐系统-源代码.rar☆25Updated last year
- 高性能计算相关知识学习笔记,包含学习笔记和相关知识的代码demo,在持续完善中。 如果有帮助的话请Star一下,对作者帮助很大,谢谢!☆445Updated 2 years ago
- A federated learning framework to support scalable and reproducible research☆376Updated 9 months ago
- Code for ijcai-23 paper "Dual Personalization on Federated Recommendation"☆28Updated last year