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
☆40Updated 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☆37Updated 4 years ago
- implementation of federated neural collaborative filtering algorithm☆11Updated 2 years ago
- 顶不住的运筹优化☆190Updated last year
- 🔬 [SDM'24] This is the source code and baselines of our paper FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled…☆31Updated last year
- The code for the paper "QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient"☆17Updated 2 years ago
- 数据竞赛笔记fork☆82Updated 2 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆37Updated last year
- Build LLM from scratch☆70Updated 3 weeks ago
- ☆102Updated last year
- Papers related to federated learning for recommender system☆32Updated 4 years ago
- my notebook !☆39Updated 6 years ago
- Federated Fairness-aware Recommendation☆14Updated 3 years ago
- 🔥数据科学竞赛 Baseline & Topline☆141Updated 2 years ago
- InFi is a library for building input filters for resource-efficient inference.☆41Updated 2 years ago
- 深度学习与推荐系统学习，理论结合代码更香。☆153Updated 3 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☆71Updated 2 years ago
- Code for ijcai-23 paper "Dual Personalization on Federated Recommendation"☆31Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- 最优化方法课程相关资料☆75Updated 6 years ago
- 📝 Summary of recommendation, advertising and search models.【推广搜技术汇总⭐】☆23Updated 2 years ago
- Federated Learning for LLMs.☆242Updated last month
- 联邦学习系统，包括常用算法和通用训练推理系统框架 | Fedlearn Main System, Including Algorithms and Frameworks for Training / Inference.☆77Updated 3 years ago
- Federated Learning Paper Reading List☆24Updated 2 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆328Updated 4 months ago
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Updated 2 years ago
- TensorFlow1.x版本教程（入门教程）☆84Updated 5 years ago
- Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity…☆42Updated 2 years ago
- code of FedGNN☆93Updated 3 years ago
- 2020-2021学年的国科大雁栖湖集中教学选修课程课件☆20Updated 4 years ago
- A PyTorch-like deep learning framework. Just for fun.☆157Updated 2 years ago