#695 · Primary category: Education & Research

cs230-code-examples

computer-vision natural-language-processing pytorch tensorflow

Code examples in pyTorch and Tensorflow for CS230

Project last updated:03/24/23

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Why we included this project

Behind Stanford's CS230 deep learning course sits a compact codebase that pairs a vision project and an NLP project, each written twice: once in PyTorch and once in TensorFlow. Reading the two side by side makes it easy to see how the frameworks handle the same task differently. The examples are short enough to follow line by line, which makes them a decent template for structuring your own data loading, training loops, and evaluation. If you're teaching or self-studying deep learning, they also work well as reference implementations you can actually walk through in a lecture or an afternoon.

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