From 446e3acbe97fd14b5ff0526875d369f0dff306fc Mon Sep 17 00:00:00 2001 From: Ziming Liu Date: Thu, 2 May 2024 10:51:58 -0400 Subject: [PATCH] Update README.md --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index e4500475..617f3f1a 100644 --- a/README.md +++ b/README.md @@ -108,4 +108,7 @@ More Notebook tutorials can be found in [tutorials](tutorials). ## Contact If you have any questions, please contact zmliu@mit.edu +## Author's note: The purpose of this repo + +**This repo (and the pykan package) is mainly targetting users who are more intereted in making scientific discoveries with KANs. The accuracy and parameter efficiency experiments are also trying to convince people to use it for scientific tasks (which are relatively low-dimensional and potentially have compositional structures). To be honest, I did not expect the ML world to act strongly to this so did not make an attempt to make it efficient and extensible etc. I'd welcome the community to build their own projects to improve KANs efficiency/extensibility, but this is beyond the scope of this current repo. Thank you for understanding! More discussion in this [thread](https://github.com/KindXiaoming/pykan/issues/28)**