🔨 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 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. 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 4 years ago
- Pre-Trained Visual Representations for Control☆21May 26, 2022Updated 3 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 last year
- This is a Spark implementation (Python API) for Distributed Stochastic Gradient Descent based on☆12Apr 18, 2015Updated 11 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.
- 🎈 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 3 years ago
- [RSS 2024] Experiments for "iMESA: Incremental Distributed Optimization for Collaborative Simultaneous Localization and Mapping"☆10Mar 24, 2025Updated last year
- cifiar10 联邦学习☆10Apr 6, 2020Updated 6 years ago
- Decentralized federated machine learning using peer-to-peer networks☆12Apr 11, 2023Updated 3 years ago
- ☆12Sep 12, 2021Updated 4 years ago
- An agent for CUDA compute-communication kernel co-design☆35Mar 24, 2026Updated last month
- 🎈 泰迪杯2020A题《基于数据挖掘的上市公司高送转预测》☆15May 18, 2022Updated 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- FAST Randomized SVD on a GPU with CUDA 🏎️☆16May 21, 2019Updated 6 years ago
- Find out which countries have won the most medals and how the participation of nations has changed over time, with R☆10Aug 22, 2021Updated 4 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。☆28Jun 15, 2023Updated 2 years ago
- ☆11Mar 26, 2024Updated 2 years ago
- SFedChain: blockchain-based federated learning scheme for secure data sharing in distributed energy storage networks☆12Jun 2, 2022Updated 3 years ago
- Implementations of various parallel algorithms for matrix factorization (including DSGD++)☆16Jul 14, 2017Updated 8 years ago
- 推荐系统算法-矩阵分解（MF）——FunkSVD☆15Feb 11, 2021Updated 5 years ago
- 🔬 [ECML-PKDD'24] This is the source code and baselines of our paper FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signa…☆25May 28, 2024Updated last year
- 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 基本已完成状态☆11Oct 22, 2019Updated 6 years ago
- The official repository for the paper entitled "Time Travel in LLMs: Tracing Data Contamination in Large Language Models."☆13Jun 11, 2024Updated last year
- ☆11Feb 11, 2024Updated 2 years ago
- Module for visualizing Verkle tree proofs☆13Dec 16, 2022Updated 3 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
- 2 algorithms of optimal trade execution: 1) Dynamic Programming 2) Frank-Wolfe Algorithm (Python & C++)☆19Dec 11, 2019Updated 6 years ago
- ☆12Apr 25, 2022Updated 4 years ago
- Byzantine-robust Federated Learning☆16Sep 21, 2023Updated 2 years ago
- Code for my own blog☆10Nov 7, 2013Updated 12 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Velocity Obstacle for Polytopic Collision Avoidance for Distributed Multi-Robot Systems (RA-L 2023)☆20Jul 20, 2025Updated 9 months ago
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆15Oct 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
- 基于《操作系统真象还原》实现的64位（AMD64/x86_64）操作系统☆11Nov 11, 2024Updated last year
- MyBlog☆11Apr 30, 2026Updated last week
- Example Code for paper "Provably Faster Algorithms for Bilevel Optimization"☆15Dec 28, 2021Updated 4 years ago
- HSTU-BLaIR: Lightweight Contrastive Text Embedding for Generative Recommender 🌱☆25Jul 4, 2025Updated 10 months ago