https://github.com/ambidextrous9/kolmogorov-arnold-network-kan-with-mobilenetv2

KAN
https://github.com/ambidextrous9/kolmogorov-arnold-network-kan-with-mobilenetv2

fully-connected-network kolmogorov-arnold-networks mlp mobilenetv2

Last synced: 9 months ago
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KAN

• Host: GitHub
• URL: https://github.com/ambidextrous9/kolmogorov-arnold-network-kan-with-mobilenetv2
• Owner: ambideXtrous9
• Created: 2024-05-10T05:14:05.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-12T05:56:05.000Z (over 1 year ago)
• Last Synced: 2025-01-11T21:32:49.320Z (10 months ago)
• Topics: fully-connected-network, kolmogorov-arnold-networks, mlp, mobilenetv2
• Language: Jupyter Notebook
• Homepage:
• Size: 465 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Kolmogorov-Arnold-Network (KAN)

### **Kolmogorov Arnold Network(KAN) + MobileNetV2**

| Model                  | Val Accuracy | Val Loss | Model Size  |

|------------------------|--------------|----------|-------------|

| MobileNetV2 + MLP FC   | 0.9744       | 0.3373   | 10.45 MB    |

| MobileNetV2 + KAN FC   | 0.9750       | 0.0631   | 22.3 MB     |

![image](https://github.com/ambideXtrous9/Kolmogorov-Arnold-Network-KAN-with-MobileNetV2/assets/31372586/ad5d6800-c861-45b5-ad4b-d46624c7fdba)

### **[KAN Implementation](https://github.com/Blealtan/efficient-kan/tree/master)**

References :

1. [PyKAN](https://kindxiaoming.github.io/pykan/intro.html)

2. [Awesome KAN](https://github.com/mintisan/awesome-kan?tab=readme-ov-file)