A curated list of references for MLOps
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Nov 21, 2024
federated-learning - 技术专题
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Perform data science on data that remains in someone else's server
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Jul 23, 2026 - Python
Flower: A Friendly Federated AI Framework
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Jul 23, 2026 - Python
An Industrial Grade Federated Learning Framework
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Nov 19, 2024 - Python
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
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Oct 28, 2025 - Python
A unified framework for privacy-preserving data analysis and machine learning
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Apr 24, 2026 - Python
Master Federated Learning in 2 Hours—Run It on Your PC!
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Jan 25, 2026 - Python
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
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May 30, 2024
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
machine-learning privacy computer-vision semi-supervised-learning transfer-learning wireless-communication distributed-optimization interpretability neural-architecture-search federated-learning continual-learning vertical-federated-learning non-iid decentralized-federated-learning hierarchical-federated-learning adversarial-attack-and-defense communication-efficiency straggler-problem computation-efficiency incentive-mechanism
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Sep 3, 2022
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
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May 20, 2026 - Python
An easy-to-use federated learning platform
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Aug 10, 2024 - Python
A PyTorch Implementation of Federated Learning
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Jul 25, 2024 - Python
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
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May 7, 2024 - Python
Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。
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Oct 22, 2025 - C++
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
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Jan 11, 2025 - Python
NVIDIA Federated Learning Application Runtime Environment
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Jul 23, 2026 - Python
算法刷题指南、Java多线程与高并发、Java集合源码、Spring boot、Spring Cloud等笔记，源码级学习笔记后续也会更新。
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Jun 16, 2023 - HTML
An Open Framework for Federated Learning.
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Feb 21, 2026 - Python
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
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Oct 20, 2025 - Jupyter Notebook
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.
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Jul 17, 2026