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Category: Tensor

  • PyTorch Explained: From Automatic Differentiation to Training Custom Neural Networks

    PyTorch Explained: From Automatic Differentiation to Training Custom Neural Networks Deep learning is shaping our world as we speak. In fact, it has been slowly revolutionizing software since the early 2010s. In 2025, PyTorch is at the forefront of this revolution, emerging as one of the most important libraries to train neural networks. Whether you…

  • What PyTorch Really Means by a Leaf Tensor and Its Grad

    What PyTorch Really Means by a Leaf Tensor and Its Grad The secret life of leaves, gradients, and the mighty requires_grad flag The post What PyTorch Really Means by a Leaf Tensor and Its Grad appeared first on Towards Data Science. Maciej J. Mikulski Go to original source

  • Behind the Magic: How Tensors Drive Transformers

    Behind the Magic: How Tensors Drive Transformers Introduction Transformers have changed the way artificial intelligence works, especially in understanding language and learning from data. At the core of these models are tensors (a generalized type of mathematical matrices that help process information) . As data moves through the different parts of a Transformer, these tensors…