pytorch-lightning
FederatedScope
pytorch-lightning | FederatedScope | |
---|---|---|
1 | 2 | |
18,249 | 1,198 | |
- | 1.6% | |
9.9 | 4.5 | |
about 2 years ago | 22 days ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pytorch-lightning
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Introduction to PyTorch
PyTorch Lightning
FederatedScope
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This Machine Learning Framework Collaborates Heterogeneous Natural Language Processing Tasks via Federated Learning
Quick Read: https://www.marktechpost.com/2022/12/27/this-machine-learning-framework-collaborates-heterogeneous-natural-language-processing-tasks-via-federated-learning/ Paper: https://arxiv.org/pdf/2212.05789v1.pdf Github: https://github.com/alibaba/federatedscope
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Alibaba Introduces ‘FederatedScope’: An Easy-To-Use Federated Learning Platform Providing Comprehensive Functionalities
Github: https://github.com/alibaba/FederatedScope
What are some alternatives?
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
pytorch_geometric - Graph Neural Network Library for PyTorch [Moved to: https://github.com/pyg-team/pytorch_geometric]
FATE - An Industrial Grade Federated Learning Framework
data-centric-ai - Resources for Data Centric AI
FedScale - FedScale is a scalable and extensible open-source federated learning (FL) platform.
PyTorch-NLP - Basic Utilities for PyTorch Natural Language Processing (NLP)
breaching - Breaching privacy in federated learning scenarios for vision and text
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
tutorials - PyTorch tutorials.
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.