Course Notes

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Folder: neural-computation/wiki/weeks

10 items under this folder.

May 04, 2026
Transformers and Autoregressive Generation
Apr 27, 2026
Diffusion Models: From Noise to Image, One Small Step at a Time
Apr 27, 2026
Language Modeling: From Counting to ChatGPT
Apr 26, 2026
Images and Convolutional Neural Networks
Apr 26, 2026
Tricks of the Trade and Dense Prediction
Apr 26, 2026
Unsupervised Learning: Autoencoders, Representation Learning, Contrastive Learning
Apr 26, 2026
Generative Models, GANs, and Conditional Generation
Apr 24, 2026
Gradient Descent: How Learning Actually Happens
Apr 24, 2026
Multi-Layer Networks, Backpropagation, and Generalisation
Apr 20, 2026
The Perceptron and the Optimisation Problem

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