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Projects in Awesome Lists by FedML-AI
A curated list of projects in awesome lists by FedML-AI .
https://github.com/FedML-AI/FedML
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.
ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training
Last synced: 05 Nov 2024
https://github.com/fedml-ai/fedml
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, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.
ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training
Last synced: 15 Oct 2024
https://github.com/fedml-ai/fednlp
FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
federated-learning machine-learning natural-language-processing nlp
Last synced: 08 Nov 2024
https://github.com/FedML-AI/FedNLP
FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
federated-learning machine-learning natural-language-processing nlp
Last synced: 02 Aug 2024
https://github.com/fedml-ai/fedgraphnn
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
deep-learning distributed-learning federated-learning federated-learning-framework fedml gnns graph-neural-networks machine-learning pytorch tensorflow
Last synced: 08 Nov 2024
https://github.com/fedml-ai/fedcv
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
computer-vision federated-learning image-classifiation image-segmentation medical-imaging object-detection
Last synced: 08 Nov 2024
https://github.com/fedml-ai/spreadgnn
SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.
Last synced: 08 Nov 2024
https://github.com/fedml-ai/fediot
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
anomaly-detection autoencoder cybersecurity federated-learning iot iot-application machine-learning pytorch raspberry-pi
Last synced: 08 Nov 2024
https://github.com/fedml-ai/fedml-mobile
FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)
Last synced: 08 Nov 2024