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Reverse Engineering the Neural Tangent Kernel

This repository contains IPython notebooks for running selected experiments from Reverse Engineering the Neural Tangent Kernel. Notebooks are all compatible with Google Colab.

This library makes heavy use of neural_tangents, a Google library for fast net kernel computations, and eigenlearning, a library from Jamie Simon that provides functions for synthetic data generation and network training with neural_tangents. Everything here runs as of 2022 but might not be maintained.

Direct any questions to james.simon@berkeley.edu!