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Search results for python neural tangent kernel

neural-tangent-kernel x

5 search results found

Nngeometry ⭐ 174

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

A fast, effective data attribution method for neural networks in PyTorch

Multi-framework implementation of Deep Kernel Shaping and Tailored Activation Transformations, which are methods that modify neural network models (and their initializations) to make them easier to train.

Lossless_compression ⭐ 21

We propose a lossless compression algorithm based on the NTK matrix for DNN. The compressed network yields asymptotically the same NTK as the original (dense and unquantized) network, with its weights and activations taking values only in {0, 1, -1} up to scaling.

Scikit Ntk ⭐ 11

Neural Tangent Kernel (NTK) module for the scikit-learn library

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