202-higher-order-granger-reservoir-computing-simultaneously-achieving-scalable-complex-structures-i

https://github.com/szu-advtech-2024/202-higher-order-granger-reservoir-computing-simultaneously-achieving-scalable-complex-structures-i

Science Score: 13.0%

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Repository

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  • Owner: SZU-AdvTech-2024
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Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Citation

https://github.com/SZU-AdvTech-2024/202-Higher-order-Granger-Reservoir-Computing-Simultaneously-Achieving-Scalable-Complex-Structures-I/blob/main/

Granger

PyTorchHoGRC


Python 3Python

Python 3.9.7
joblib 1.3.2
matplotlib 3.8.2
numpy 1.26.2
pandas 2.1.4
scipy 1.11.4
scikit-learn 1.3.2
torch 2.1.2
torchdiffeq 0.2.3


pip install -r requirements.txt

'An_Example_for_Task_1.py' Loren63z

python -m An_Example_for_Task_1
'An_Example_for_Task_2.py' FitzHugh-Nagumo

python -m An_Example_for_Task_2
'Automatic_Example_for_Task_1.py' 1An_Example_for_Task_1.py

python -m Automatic_Example_for_Task_1


'main_L63.py' HoGRCLorenz63
'main_CL63.py' HoGRCLorenz
'main_rossler.py' HoGRCRossler
'main_CRo.py' HoGRCRossler
'main_FHN.py' HoGRCFitzHugh-Nagumo
'main_HR.py' HoGRCHodgkinHuxley
'main_L96.py' HoGRCLorenz96


'power_grid' Kuramoto
'models' 
'dataset' 
'results' 


'auto_task1_improve.py'HoGRC

Owner

  • Name: SZU-AdvTech-2024
  • Login: SZU-AdvTech-2024
  • Kind: organization

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