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10 repositories · updated 2026-11-07
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1visenger / awesome-mlopsA curated list of references for MLOpsLicense not declaredInactiveInsufficient rank history14,279
2OpenMined / PySyftPerform data science on data that remains in someone else's serverPythonApache-2.0 · PermissiveInsufficient rank history10,053
3Fractal-Compute-Orchestrations / FractalWorkspaceA unified ecosystem and workspace for large-scale federated learning, bridging the gap between centralized model evolution and decentralized edge intelligence.PythonLicense not declaredInsufficient rank history9,239
4flwrlabs / flowerFlower: A Friendly Federated AI FrameworkPythonApache-2.0 · PermissiveInsufficient rank history7,195
5FederatedAI / FATEAn Industrial Grade Federated Learning FrameworkPythonApache-2.0 · PermissiveInactiveInsufficient rank history6,113
6Fractal-Compute-Orchestrations / FractalCoreThe central nervous system and backend orchestrator for Fractal. It handles multi-tenant task scheduling, real-time TFLOPs budgeting, and federated weight aggregation using FedAvg.PythonLicense not declaredInsufficient rank history4,981
7Fractal-Compute-Orchestrations / FractalAndroidA human-centric, resource-aware Android node for edge computing and federated learning. Orchestrates distributed intelligence with privacy-first localization and empathetic hardware management.KotlinLicense not declaredInsufficient rank history4,882
8FedML-AI / FedMLFEDML - 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.PythonApache-2.0 · PermissiveInactiveInsufficient rank history4,071
9secretflow / secretflowA unified framework for privacy-preserving data analysis and machine learningPythonApache-2.0 · PermissiveInactiveInsufficient rank history2,719
10MedMNIST / MedMNIST[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image ClassificationPythonApache-2.0 · PermissiveInactiveInsufficient rank history1,419
