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The Complete Taxonomy of Neural Networks — equation-level reference from McCulloch-Pitts (1943) to diffusion transformers, Mamba, KAN and JEPA (2026).

deep-learningneural-networksreferencebook
NameLast commitUpdated
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00-header.md feat: initial commit — complete taxonomy of neural networks yesterday
01-foundations.md feat: initial commit — complete taxonomy of neural networks yesterday
02-convolutional-networks.md feat: initial commit — complete taxonomy of neural networks yesterday
03-recurrent-sequence-models.md feat: initial commit — complete taxonomy of neural networks yesterday
04-transformers-attention.md feat: initial commit — complete taxonomy of neural networks yesterday
05-generative-models.md feat: initial commit — complete taxonomy of neural networks yesterday
06-specialized-emerging.md feat: initial commit — complete taxonomy of neural networks yesterday