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CSO optimizer and batch experiments#45

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Saitama32 wants to merge 72 commits intoITMO-NSS-team:mainITMO-NSS-team/torch_DE_solver:mainfrom Saitama32:CSO_experimentsSaitama32/torch_DE_solver:CSO_experimentsCopy head branch name to clipboard

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Commits on Jun 25, 2024

• Ngd+experiments (ITMO-NSS-team#40)

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Commits on Jul 13, 2024

• experiments sample script

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Commits on Jul 14, 2024

• Poisson 1d update and plots

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Commits on Jul 15, 2024

• NGD added + jax-free

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Commits on Jul 19, 2024

• burgers + kdv experiments

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Commits on Jul 23, 2024

• New exp results

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• Experiments update

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Commits on Jul 26, 2024

• experiments update

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Commits on Aug 5, 2024

• Update models.py

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• Update model.py

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Commits on Aug 6, 2024

• Update models.py

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• Create example_wave_physics_kan.py

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• Create example_burgers_inverse_kan.py

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• Update model.py

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• New experiments pack

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Commits on Aug 7, 2024

• typo fix

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• New experimental results

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• Merge branch 'KAN' into experiments+NGD

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• First KAN experiment script

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Commits on Aug 9, 2024

• New experiments results

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• Nat_grad fix

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Commits on Aug 10, 2024

• SOD example actualization

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• new experiments

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Commits on Aug 11, 2024

• cloud experiment added

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• new experimental results

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Commits on Aug 12, 2024

• new experimental results

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• Rename examples\AAAI_expetiments\results\burgers_PSO_KAN_10.csv to burgers_PSO_KAN_10.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_10.csv to burgers_lam_KAN_10.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_100.csv to burgers_lam_KAN_100.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_20.csv to burgers_lam_KAN_20.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_30.csv to burgers_lam_KAN_30.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_40.csv to burgers_lam_KAN_40.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_50.csv to burgers_lam_KAN_50.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_60.csv to burgers_lam_KAN_60.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_70.csv to burgers_lam_KAN_70.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_80.csv to burgers_lam_KAN_80.csv

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• Rename examples\AAAI_expetiments\results\burgers_lam_KAN_90.csv to burgers_lam_KAN_90.csv

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• Rename examples\AAAI_expetiments\results\kdv_PSO_KAN_10.csv to kdv_PSO_KAN_10.csv

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• Update and rename examples\AAAI_expetiments\results\kdv_PSO_KAN_100.csv to kdv_PSO_KAN_100.csv

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• Rename examples\AAAI_expetiments\results\kdv_PSO_KAN_20.csv to kdv_PSO_KAN_20.csv

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• Rename examples\AAAI_expetiments\results\kdv_PSO_KAN_30.csv to kdv_PSO_KAN_30.csv

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• Rename examples\AAAI_expetiments\results\kdv_PSO_KAN_40.csv to kdv_PSO_KAN_40.csv

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• Rename examples\AAAI_expetiments\results\kdv_PSO_KAN_50.csv to kdv_PSO_KAN_50.csv

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• Rename examples\AAAI_expetiments\results\kdv_PSO_KAN_60.csv to kdv_PSO_KAN_60.csv

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• Rename examples\AAAI_expetiments\results\kdv_PSO_KAN_70.csv to kdv_PSO_KAN_70.csv

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• Rename examples\AAAI_expetiments\results\kdv_PSO_KAN_80.csv to kdv_PSO_KAN_80.csv

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• Rename examples\AAAI_expetiments\results\kdv_PSO_KAN_90.csv to kdv_PSO_KAN_90.csv

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• Rename examples\AAAI_expetiments\results\kdv_lam_KAN_10.csv to kdv_lam_KAN_10.csv

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• Rename examples\AAAI_expetiments\results\kdv_lam_KAN_20.csv to kdv_lam_KAN_20.csv

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• Rename examples\AAAI_expetiments\results\kdv_lam_KAN_30.csv to kdv_lam_KAN_30.csv

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• Rename examples\AAAI_expetiments\results\kdv_lam_KAN_40.csv to kdv_lam_KAN_40.csv

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• Rename examples\AAAI_expetiments\results\kdv_lam_KAN_50.csv to kdv_lam_KAN_50.csv

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• Rename examples\AAAI_expetiments\results\kdv_lam_KAN_60.csv to kdv_lam_KAN_60.csv

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• Rename examples\AAAI_expetiments\results\kdv_lam_KAN_70.csv to kdv_lam_KAN_70.csv

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• Rename examples\AAAI_expetiments\results\kdv_lam_KAN_80.csv to kdv_lam_KAN_80.csv

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• Rename examples\AAAI_expetiments\results\kdv_lam_KAN_90.csv to kdv_lam_KAN_90.csv

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• Update SOD_example.py

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• Merge branch 'experiments+NGD' of https://github.com/ITMO-NSS-team/torch_DE_solver into experiments+NGD

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• Experiments cleanup

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Commits on Aug 13, 2024

• New experiments update

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Commits on Aug 14, 2024

• New experiments batch

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Commits on Aug 16, 2024

• New experiment batch

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Commits on Sep 10, 2024

• rm gitignore

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Commits on Sep 11, 2024

• Add Competitive Swarm Optimizer, upgrade optimizer and closure

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Commits on Sep 12, 2024

• Add CSO poisson, burgers, LV, kdv results, upgrade CSO examples

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Commits on Oct 24, 2024

• Create .gitignore

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• Update .gitignore

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• small fix

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Commits on Nov 27, 2024

• Create kdv_example_PSO.py

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• small cleanup

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• Cleanup revert

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• Experiments branch cleanup

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