K-NODE

Knowledge-based learning of nonlinear dynamics and chaos

Operating System

Ubuntu 20.04.5 LTS

Python Version

Python 3.8.3

Dependencies

• contourpy 1.0.5
• cycler 0.11.0
• fonttools 4.37.4
• kiwisolver 1.4.4
• matplotlib 3.6.0
• numpy 1.23.3
• packaging 21.3
• Pillow 9.2.0
• pip 22.2.2
• pyparsing 3.0.9
• python-dateutil 2.8.2
• scipy 1.9.1
• setuptools 41.2.0
• six 1.16.0
• torch 1.12.1
• typing_extensions 4.3.0

To Run

python main.py This will start learning the chaotic Lorenz system