pytorch

PyTorch is a Python library that facilitates tensor computation with robust GPU acceleration and enables the development of deep neural networks through a tape-based automatic differentiation system. It serves as both a powerful alternative to NumPy for performance on GPUs and as a flexible platform for deep learning research, featuring a range of utilities such as automatic differentiation, model optimization via TorchScript, and enhanced data handling with multiprocessing capabilities. Notable features include seamless integration with Python packages and a focus on imperative programming for dynamic neural network construction.