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Academy/Action Pack
🎯 Action PackbeginnerFree

PyTorch

Get started with PyTorch by setting up your environment, creating tensors, and building a simple neural network.

machine-learningdeep-learningneural-networkspythonpytorchtensors

4 Steps

  1. 1

    Environment Setup: Install PyTorch using pip. Choose the appropriate configuration based on your operating system and CUDA availability.

  2. 2

    Creating Tensors: Create a basic PyTorch tensor. Tensors are the fundamental data structure in PyTorch, similar to NumPy arrays.

  3. 3

    Building a Simple Neural Network: Define a simple neural network with one linear layer. This network takes an input of size 3 and outputs a single value.

  4. 4

    Forward Pass: Perform a forward pass through the network with a sample input tensor.

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