FederatedScope
Development & TrainingWhat is FederatedScope?
It is a comprehensive federated learning platform that provides convenient usage and flexible customization for various federated learning tasks in both academia and industry.
FederatedScope is a tool in the Development & Training category of a tech stack.
Key Features
Easy-to-useEvent-drivenPersonalizationAuto-tuningPrivacy protection
FederatedScope Pros & Cons
Pros of FederatedScope
No pros listed yet.
Cons of FederatedScope
No cons listed yet.
FederatedScope Alternatives & Comparisons
What are some alternatives to FederatedScope?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
NumPy
Besides its obvious scientific uses, NumPy can also be used as an efficient multi-dimensional container of generic data. Arbitrary data-types can be defined. This allows NumPy to seamlessly and speedily integrate with a wide variety of databases.
Jupyter
The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media.
