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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-learning neural-networks reference book

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Name	Last commit	Updated
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00-header.md	feat: initial commit — complete taxonomy of neural networks	1 mo ago
01-foundations.md	feat: initial commit — complete taxonomy of neural networks	1 mo ago
02-convolutional-networks.md	feat: initial commit — complete taxonomy of neural networks	1 mo ago
03-recurrent-sequence-models.md	feat: initial commit — complete taxonomy of neural networks	1 mo ago
04-transformers-attention.md	feat: initial commit — complete taxonomy of neural networks	1 mo ago
05-generative-models.md	feat: initial commit — complete taxonomy of neural networks	1 mo ago
06-specialized-emerging.md	feat: initial commit — complete taxonomy of neural networks	1 mo ago