What are some examples of using PyTorch with JavaScript?

What are some examples of using PyTorch with JavaScript?

You can use PyTorch with JavaScript through libraries like Torch.js. For example, you can create a simple neural network for image classification.

Can you show me a code snippet for that?

Sure! Here's a basic example:

const torch = require('torch-js');
const model = torch.nn.Sequential(
  torch.nn.Linear(784, 128),
  torch.nn.ReLU(),
  torch.nn.Linear(128, 10)
);

How do I train this model?

You can train the model using the fit method, providing your training data and labels. Make sure to define a loss function and optimizer.

What datasets can I use for training?

Common datasets include MNIST for handwritten digits or CIFAR-10 for image classification tasks.