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☆38Updated 5 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☆75Updated 2 years ago
- 顶不住的运筹优化☆193Updated last year
- A high-performance distributed deep learning system targeting large-scale and automated distributed training.☆333Updated last month
- 📝 Summary of recommendation, advertising and search models.【推广搜技术汇总⭐】☆24Updated 3 years ago
- 🔥数据科学竞赛 Baseline & Topline☆141Updated 2 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆37Updated 2 years ago
- ☆102Updated 2 years ago
- The code for the paper "QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient"☆17Updated 2 years ago
- 发布研究论文代码的小技巧☆87Updated 5 years ago
- 🎮OmegaXYZ.com演化计算文章目录(实时更新)☆47Updated 3 years ago
- 水很深的深度学习☆130Updated last year
- 论文实验数据绘图(CS类)☆44Updated 11 months ago
- Learning material for CMU10-714: Deep Learning System☆300Updated last year
- implementation of federated neural collaborative filtering algorithm☆11Updated 2 years ago
- 现代人工智能中的数学基础☆48Updated 2 months ago
- 2020-2021学年的国科大雁栖湖集中教学选修课程课件☆21Updated 4 years ago
- Implementation of FTRL (Follow the Regularized Leader)☆62Updated 6 years ago
- InFi is a library for building input filters for resource-efficient inference.☆41Updated 2 years ago
- Course materials for MIT6.5940: TinyML and Efficient Deep Learning Computing☆68Updated last year
- ☆146Updated 3 years ago
- 阿里云天池大赛赛题解析☆152Updated 4 years ago
- A tree-based federated learning system (MLSys 2023)☆152Updated last year
- Source code for Learn Locally Correct Globally☆14Updated 4 years ago
- 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 4 years ago
- 推荐系统入门教程,包含基础知识和相应的运行实例☆10Updated 2 years ago
- Graph Partitioning for Large-scale Graph Datasets☆97Updated 4 years ago
- Towards Generalized and Efficient Blackbox Optimization System/Package (KDD 2021 & JMLR 2024)☆432Updated 3 weeks ago
- a curated list of high-quality papers on resource-efficient LLMs 🌱☆156Updated 10 months ago
- 🔬 [SDM'24] This is the source code and baselines of our paper FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled…☆31Updated last year