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+# 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
+```