🔨 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
☆39Jun 27, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Oct 6, 2023Updated 2 years ago
- Implements the alternating direction method of multipliers and it's faster variants in python to optimize a quadratic program☆15May 11, 2021Updated 5 years ago
- 🔬 [SDM'24] This is the source code and baselines of our paper FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled…☆31Jun 1, 2024Updated 2 years ago
- 🎈 2020年中国高校计算机大赛(C4)-网络技术挑战赛EP2赛项 基于XGBoost集成学习模型的在线流量分类模型☆19Jul 3, 2022Updated 4 years ago
- ☆15May 29, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Decentralized federated machine learning using peer-to-peer networks☆12Apr 11, 2023Updated 3 years ago
- TiledLower is a Dataflow Analysis and Codegen Framework written in Rust.☆13Nov 23, 2024Updated last year
- TileGraph is an experimental DNN compiler that utilizes static code generation and kernel fusion techniques.☆11Sep 18, 2024Updated last year
- 🎈 泰迪杯2021A题《基于 Bagging 和深度学习的上市公司财务数据造假预测》☆24Aug 2, 2022Updated 3 years ago
- 推荐系统算法-矩阵分解（MF）——FunkSVD☆15Feb 11, 2021Updated 5 years ago
- SFedChain: blockchain-based federated learning scheme for secure data sharing in distributed energy storage networks☆12Jun 2, 2022Updated 4 years ago
- ☆12Mar 26, 2024Updated 2 years ago
- 基本已完成状态☆11Oct 22, 2019Updated 6 years ago
- 🎈 2020-2021年ASC世界大学生超级计算机竞赛第3题 使用ALBert模型完成完形填空的NLP任务☆19May 17, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 🔬 [ECML-PKDD'24] This is the source code and baselines of our paper FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signa…☆26May 28, 2024Updated 2 years ago
- 基于MIRACL（C语言密码库）的国密SM2签名验签以及加解密、SM3的加解密、SM4的加解密算法☆16Dec 19, 2017Updated 8 years ago
- Code Repository for ICML 2020 accepted paper, named "A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Le…☆12Jan 4, 2022Updated 4 years ago
- [RAL 2024] MACIM: Multi-Agent Collaborative Implicit Mapping Through Distributed Optimizationn☆15Sep 25, 2023Updated 2 years ago
- ☆10May 22, 2023Updated 3 years ago
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆14Oct 11, 2021Updated 4 years ago
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆18Jun 2, 2022Updated 4 years ago
- Research code that accompanies the paper FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity.☆21Aug 30, 2023Updated 2 years ago
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for 'Diff-MSR: A Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario Recommendation' accepted to WSDM 2024☆15Aug 1, 2025Updated 11 months ago
- Byzantine-robust Federated Learning☆16Sep 21, 2023Updated 2 years ago
- DISROPT: A Python framework for distributed optimization☆88Dec 12, 2023Updated 2 years ago
- Module for visualizing Verkle tree proofs☆13Dec 16, 2022Updated 3 years ago
- 🔨 跨域序列推荐（Cross-Domain Sequential Recommendation）的算法工具箱，旨在提供序列推荐、跨域推荐、跨域序列方法的baseline实现。目前本工具箱已包括TiSASRec、CoNet、PINet、MIFN这四种方法的实现。☆29Jun 15, 2023Updated 3 years ago
- word2vec wordembedding embedding google☆12Aug 15, 2017Updated 8 years ago
- Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE☆14May 3, 2018Updated 8 years ago
- Example Code for paper "Provably Faster Algorithms for Bilevel Optimization"☆15Dec 28, 2021Updated 4 years ago
- Solves the Vehicle Routing Problem (VRP) using Column Generation (CG). It is made as an inspiration to use CG in more projects, since it …☆10Nov 2, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago
- ☆20Nov 18, 2022Updated 3 years ago
- ☆24May 27, 2026Updated 2 months ago
- ☆17Apr 17, 2026Updated 3 months ago
- ☆17Jun 19, 2023Updated 3 years ago
- The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"☆21May 23, 2024Updated 2 years ago
- Multi-Agent Optimization in Python☆22Nov 29, 2019Updated 6 years ago