PyTorch is a leading open-source machine learning framework designed for both research and production.
Key features include:
- Eager and Graph Modes: Seamless transition between eager execution for research and TorchScript for production.
- Distributed Training: Scalable training across multiple nodes using the
torch.distributedbackend. - Robust Ecosystem: Extensive tools and libraries for computer vision, NLP, and more.
- Cloud Support: Optimized for major cloud platforms, enabling easy scaling and deployment.
Use cases range from academic research and prototyping to building and deploying large-scale machine learning applications in production environments.
