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D2L Interactive

Turn deep learning ideas into experiments: fit models, explore tensors and inspect neural networks in your browser.

Interactive linear regression exercise with model fit and training loss charts

The idea

Turn deep learning ideas into experiments: fit models, explore tensors and inspect neural networks in your browser.

What I worked on

Built an interactive web companion with scroll-driven explanations, verified TypeScript ports and hands-on widgets.

Context & attribution

An unofficial companion to Dive into Deep Learning by Aston Zhang, Zachary C. Lipton, Mu Li and Alexander J. Smola. Adapted book content is licensed under Creative Commons Attribution-ShareAlike 4.0.

Learn by changing things

Adjust an input, step through a calculation, and inspect the result. Thirteen chapters are interactive, with planned and backlog chapters labeled in the collection.