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A Learning Mechanic's Toolkit
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Notes
Folder: A-Learning-Mechanic's-Toolkit/Notes
6 items under this folder.
Apr 29, 2026
The lazy (NTK) and rich (muP) regimes
learning-mechanics
computer-science
machine-learning
physics
Mar 18, 2026
2-layer linear network backprop
Mar 18, 2026
Maximal stable learning rate derivation
computer-science
linear-algebra
machine-learning
math
learning-mechanics
Mar 18, 2026
Quadratic word embedding model (QWEM)
computer-science
learning-mechanics
linear-algebra
machine-learning
math
physics
Mar 18, 2026
Singular values under perturbation
math
computer-science
linear-algebra
physics
Mar 18, 2026
When (wide) neural networks become linear
computer-science
learning-mechanics
linear-algebra
machine-learning
math
physics