- 01 - Sparse coding demos
eight ways to get Gabors from the same whitened natural images, each with a time slider over 100 checkpoints
- 01' - Sparse coding on CIFAR-10
the doc 01 zoo on 16 x 16 patches of CIFAR-10, whitened and raw: are the Gabor statistics there?
- 01'' - Sparse coding on ImageNet-64
the doc 01 zoo on 16 x 16 patches of ImageNet-64, whitened and raw: are the Gabor statistics there?
- 01''' - Interactive sparse coding
projection pursuit by gradient ascent on CIFAR-10 patches, live in the browser (WebGPU): type the objective G, watch the units appear, click one for its projection histogram, G and the integrand
- 02 - Constant target
networks trained to output the constant 1 on grayscale CIFAR-10: do their 16 x 16 first-layer units find heavy-tailed directions? scored by excess kurtosis
- 02' - Random labels
networks memorising fixed random labels on grayscale CIFAR-10: do their 16 x 16 first-layer units find heavy-tailed directions? scored by excess kurtosis