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eduardoleao052 committed Apr 16, 2024
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# PyTorch in JavaScript

- JS-Torch is a Deep Learning **JavaScript library** built from scratch, to closely follow PyTorch's syntax.
- JS-PyTorch is a Deep Learning **JavaScript library** built from scratch, to closely follow PyTorch's syntax.
- It contains a fully functional [Tensor](src/tensor.ts) object, which can track gradients, Deep Learning [Layers](src/layers.ts) and functions, and an **Automatic Differentiation** engine.
- Feel free to try out the <a href="https://eduardoleao052.github.io/js-pytorch/assets/demo/demo.html" target="blank">Web Demo</a>!

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## 1. Project Structure

- `assets/` : Folder to store images and the Demo.
- `assets/demo/` : JS-Torch's [Web Demo](https://eduardoleao052.github.io/js-pytorch/assets/demo/demo.html).
- `assets/demo/` : JS-PyTorch's [Web Demo](https://eduardoleao052.github.io/js-pytorch/assets/demo/demo.html).
- `src/` : Framework with JavaScript files.
- `src/tensor.ts`: File with the `Tensor` class and all of the tensor `Operations`.
- `src/utils.ts`: File with operations and helper functions.
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