PyTorch

PyTorch Development

Building deep learning models with PyTorch

Overview

PyTorch is an open-source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing. It provides a flexible and dynamic computational graph.

Key Features

  • Dynamic Graphs: Define-by-run computational graphs
  • GPU Acceleration: Native support for NVIDIA CUDA
  • Ecosystem: Rich library of tools and extensions
  • Research Ready: Ideal for rapid prototyping and research

Use Cases

  • Deep learning research
  • Computer vision
  • Natural language processing
  • Reinforcement learning

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