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Tensor

In plain terms

A multi-dimensional array, the core data structure in deep learning.

Going deeper

A tensor generalizes scalars, vectors, and matrices to any number of dimensions, holding the data and parameters neural networks operate on. Frameworks compute over tensors.

Under the hood

GPU-accelerated tensor operations underpin training; shape mismatches are a common bug source.

Examples

Neural networks, TensorFlow/PyTorch, GPU computation, image batches.

Think of it like...

Like a stack of spreadsheets extended into as many dimensions as needed.

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