FederatedScope
pytorch-lightning
| FederatedScope | pytorch-lightning | |
|---|---|---|
| 2 | 1 | |
| 1,198 | 18,249 | |
| 1.6% | - | |
| 4.5 | 9.9 | |
| 20 days ago | almost 2 years ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
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
pytorch-lightning
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Introduction to PyTorch
PyTorch Lightning
What are some alternatives?
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
FATE - An Industrial Grade Federated Learning Framework
pytorch_geometric - Graph Neural Network Library for PyTorch [Moved to: https://github.com/pyg-team/pytorch_geometric]
FedScale - FedScale is a scalable and extensible open-source federated learning (FL) platform.
data-centric-ai - Resources for Data Centric AI
breaching - Breaching privacy in federated learning scenarios for vision and text
PyTorch-NLP - Basic Utilities for PyTorch Natural Language Processing (NLP)
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]
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
tutorials - PyTorch tutorials.