├── .gitignore ├── KANet.py ├── LICENSE ├── README.md ├── checkpoints ├── KANet_Busi │ ├── KANet.py │ ├── config.yml │ ├── events.out.tfevents.1752855638.gpu3090n1 │ ├── log.csv │ ├── model.pth │ └── train.py ├── KANet_CVC │ ├── KANet.py │ ├── config.yml │ ├── events.out.tfevents.1752756293.gpu3090n4 │ ├── log.csv │ ├── model.pth │ └── train.py └── KANet_GLAS │ ├── KANet.py │ ├── config.yml │ ├── events.out.tfevents.1752734398.gpu3090n3 │ ├── log.csv │ ├── model.pth │ └── train.py ├── config.py ├── dataset.py ├── docs ├── efficiency_tradeoff.png ├── explainability.png ├── framework.png └── qualitative_results.png ├── kan.py ├── losses.py ├── metrics.py ├── requirements.txt ├── train.py ├── utils.py └── val.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/.gitignore -------------------------------------------------------------------------------- /KANet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/KANet.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/README.md -------------------------------------------------------------------------------- /checkpoints/KANet_Busi/KANet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_Busi/KANet.py -------------------------------------------------------------------------------- /checkpoints/KANet_Busi/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_Busi/config.yml -------------------------------------------------------------------------------- /checkpoints/KANet_Busi/events.out.tfevents.1752855638.gpu3090n1: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_Busi/events.out.tfevents.1752855638.gpu3090n1 -------------------------------------------------------------------------------- /checkpoints/KANet_Busi/log.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_Busi/log.csv -------------------------------------------------------------------------------- /checkpoints/KANet_Busi/model.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_Busi/model.pth -------------------------------------------------------------------------------- /checkpoints/KANet_Busi/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_Busi/train.py -------------------------------------------------------------------------------- /checkpoints/KANet_CVC/KANet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_CVC/KANet.py -------------------------------------------------------------------------------- /checkpoints/KANet_CVC/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_CVC/config.yml -------------------------------------------------------------------------------- /checkpoints/KANet_CVC/events.out.tfevents.1752756293.gpu3090n4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_CVC/events.out.tfevents.1752756293.gpu3090n4 -------------------------------------------------------------------------------- /checkpoints/KANet_CVC/log.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_CVC/log.csv -------------------------------------------------------------------------------- /checkpoints/KANet_CVC/model.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_CVC/model.pth -------------------------------------------------------------------------------- /checkpoints/KANet_CVC/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_CVC/train.py -------------------------------------------------------------------------------- /checkpoints/KANet_GLAS/KANet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_GLAS/KANet.py -------------------------------------------------------------------------------- /checkpoints/KANet_GLAS/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_GLAS/config.yml -------------------------------------------------------------------------------- /checkpoints/KANet_GLAS/events.out.tfevents.1752734398.gpu3090n3: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_GLAS/events.out.tfevents.1752734398.gpu3090n3 -------------------------------------------------------------------------------- /checkpoints/KANet_GLAS/log.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_GLAS/log.csv -------------------------------------------------------------------------------- /checkpoints/KANet_GLAS/model.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_GLAS/model.pth -------------------------------------------------------------------------------- /checkpoints/KANet_GLAS/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/checkpoints/KANet_GLAS/train.py -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/config.py -------------------------------------------------------------------------------- /dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/dataset.py -------------------------------------------------------------------------------- /docs/efficiency_tradeoff.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/docs/efficiency_tradeoff.png -------------------------------------------------------------------------------- /docs/explainability.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/docs/explainability.png -------------------------------------------------------------------------------- /docs/framework.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/docs/framework.png -------------------------------------------------------------------------------- /docs/qualitative_results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/docs/qualitative_results.png -------------------------------------------------------------------------------- /kan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/kan.py -------------------------------------------------------------------------------- /losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/losses.py -------------------------------------------------------------------------------- /metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/metrics.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/requirements.txt -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/train.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/utils.py -------------------------------------------------------------------------------- /val.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/liguojie09/GroupKAN/HEAD/val.py --------------------------------------------------------------------------------