PyTorch

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.distributed backend.
• 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.