From 29b1df9fde684f1a602f5f38fca30a9ae0b35462 Mon Sep 17 00:00:00 2001 From: shihy Date: Mon, 30 Oct 2023 15:51:07 +0800 Subject: [PATCH] [MNT] Add more details about cnn_gp --- learnware/specification/image/cnn_gp.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/learnware/specification/image/cnn_gp.py b/learnware/specification/image/cnn_gp.py index 2bea13d..4cd176d 100644 --- a/learnware/specification/image/cnn_gp.py +++ b/learnware/specification/image/cnn_gp.py @@ -7,6 +7,10 @@ import math __all__ = ("NNGPKernel", "Conv2d", "ReLU", "Sequential", "ConvKP", "NonlinKP") """ +With this package, we are able to accurately and efficiently compute the kernel matrix corresponding to the NNGP during the search phase. + +Github Repository: https://github.com/cambridge-mlg/cnn-gp + References: [1] A. Garriga-Alonso, L. Aitchison, and C. E. Rasmussen, ‘Deep Convolutional Networks as shallow Gaussian Processes’, in International Conference on Learning Representations, 2019. """