Machine Learning with PyTorch Notebooks
Machine learning, Deep Learning, Convolutional Neural Network (CNN) using PyTorch.
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Notebooks
Tensor basics - creation and conversion
Tensor basics - indexing and slicing
Tensor basics - vector (1-D) operations
Tensor basics - matrix (2-D) operations
Derivatives with PyTorch
Example of building layers of a simple neural net from scratch
Building the class definition of a neural net and associated methods
Article
Here is my Medium article on building a neural network using PyTorch step-by-step,
How PyTorch lets you build and experiment with a neural net
