From 5ce9200a2e81643e8a13149bf721f3822d52f917 Mon Sep 17 00:00:00 2001
From: Ziming Liu <zmliu@mit.edu>
Date: Sat, 27 Apr 2024 19:33:32 -0400
Subject: [PATCH] Update README.md

---
 README.md | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)

diff --git a/README.md b/README.md
index e69de29b..410c9555 100644
--- a/README.md
+++ b/README.md
@@ -0,0 +1,29 @@
+# Kolmogorov-Arnold Newtworks
+
+This the github repo for the paper "KAN: Kolmogorov-Arnold Networks" [link]. The documentation can be found here [link].
+
+<p align="center">
+<img width="1000" alt="kan_plot" src="https://github.com/KindXiaoming/pykan/assets/23551623/a2d2d225-b4d2-4c1e-823e-bc45c7ea96f9">
+</p>
+
+## Installation
+There are two ways to install pykan, through pypi or github.
+
+**Installation via pypi**
+
+```python
+pip install pykan
+```
+
+**Installation via github**
+
+```python
+git clone https://github.com/KindXiaoming/pykan.git
+cd pykan
+pip install -e .
+```
+
+To install requirements:
+```python
+pip install -r requirements.txt
+```