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FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

Home Page: https://fedml.ai

License: Apache License 2.0

Shell 2.00% C++ 1.60% Python 74.16% C 0.02% Java 3.03% PowerShell 0.01% Kotlin 0.05% Smarty 0.17% CMake 0.13% Batchfile 0.20% Jupyter Notebook 18.17% Dockerfile 0.45%

fedml-1's Introduction

Hi ๐Ÿ‘‹, nice to e-meet you here:-) Please drop me an email if you are interested in my company or research.

drawing

Open and Collaborative AI Anywhere at Any Scale

  • Founder and CTO of FedML, Inc (https://fedml.ai), a company building open and collaborative AI anywhere at any scale
  • Ph.D. Degree in Computer Science, University of Southern California, Los Angeles, USA
  • A lifelong learner with a strong passion and interest in scientific research, engineering, production, R&D team management, and entrepreneurship.
  • My Homepage: https://chaoyanghe.com

I'm looking for full-time/part-time researchers, engineers, interns to build products for FedML, Inc. Please drop me an email, if you are good at any area of Machine Learning (optimization, diverse learning paradigms), CV (embedded vision or cloud vision), NLP, Data Mining (e.g., graph neural networks), or Edge Computing (Android/iOS, IoTs, Web-React/Vue.js), Cloud Native Computing (e.g., Java Spring, Kubernetes), Distributed Systems (Distributed Training, NCCL, MQTT, RPC, MPI), Security/Privacy (MPC, DP, etc.). See https://fedml.ai/careers/ for details.

fedml-1's People

Contributors

alaydshah avatar amir-zsh avatar bbuyukates avatar beiyuouo avatar chaoyanghe avatar dependabot[bot] avatar elliebababa avatar emirceyani avatar fedml-ai-admin avatar fedml-alex avatar fedml-zijianhu avatar han-shanshan avatar joyerf avatar leigao97 avatar matech96 avatar mrigankraman avatar mzp0625 avatar nicole456 avatar phenomenal-manish avatar prosopher avatar ray-ruisun avatar ryantrojans avatar taokz avatar wizard1203 avatar wzpan avatar xiaoyang-wang avatar yanfangli1986 avatar yuchenlin avatar yvonne-fedml avatar zhang-tuo-pdf avatar

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