├── .gitignore ├── 1d_harmonics_oscillator.py ├── LICENSE ├── README.md └── output ├── 1d_harmonics_oscillator_kan_2_100_2_5_l2_loss.png ├── 1d_harmonics_oscillator_kan_2_100_2_5_pred.png ├── 1d_harmonics_oscillator_kan_2_10_2_5_l2_loss.png ├── 1d_harmonics_oscillator_kan_2_10_2_5_pred.png ├── 1d_harmonics_oscillator_kan_2_50_2_5_l2_loss.png ├── 1d_harmonics_oscillator_kan_2_50_2_5_pred.png ├── 1d_harmonics_oscillator_mlp_2_100_2_5_l2_loss.png ├── 1d_harmonics_oscillator_mlp_2_100_2_5_pred.png ├── 1d_harmonics_oscillator_mlp_2_10_2_5_l2_loss.png ├── 1d_harmonics_oscillator_mlp_2_10_2_5_pred.png ├── 1d_harmonics_oscillator_mlp_2_50_2_5_l2_loss.png └── 1d_harmonics_oscillator_mlp_2_50_2_5_pred.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/.gitignore -------------------------------------------------------------------------------- /1d_harmonics_oscillator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/1d_harmonics_oscillator.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/README.md -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_kan_2_100_2_5_l2_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_kan_2_100_2_5_l2_loss.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_kan_2_100_2_5_pred.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_kan_2_100_2_5_pred.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_kan_2_10_2_5_l2_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_kan_2_10_2_5_l2_loss.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_kan_2_10_2_5_pred.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_kan_2_10_2_5_pred.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_kan_2_50_2_5_l2_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_kan_2_50_2_5_l2_loss.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_kan_2_50_2_5_pred.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_kan_2_50_2_5_pred.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_mlp_2_100_2_5_l2_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_mlp_2_100_2_5_l2_loss.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_mlp_2_100_2_5_pred.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_mlp_2_100_2_5_pred.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_mlp_2_10_2_5_l2_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_mlp_2_10_2_5_l2_loss.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_mlp_2_10_2_5_pred.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_mlp_2_10_2_5_pred.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_mlp_2_50_2_5_l2_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_mlp_2_50_2_5_l2_loss.png -------------------------------------------------------------------------------- /output/1d_harmonics_oscillator_mlp_2_50_2_5_pred.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/koolo233/KAN-VS-MLP/HEAD/output/1d_harmonics_oscillator_mlp_2_50_2_5_pred.png --------------------------------------------------------------------------------