├── .gitignore ├── LICENSE ├── README.md ├── creating-dataset ├── forwad_create_dataset.m ├── make_QM.m ├── meshing │ ├── circle_double.geo │ ├── circle_single.geo │ ├── create_geo_double.m │ ├── create_mesh_from_geo.m │ └── mesh_read_test.m └── other │ └── monte-carlo-test │ ├── make_QM.m │ └── mmclab_test.m └── training-and-evaluation ├── analysis.ipynb ├── classic-reconstruction ├── homogen.msh ├── make_QM.m ├── recon_toast_cg.m ├── recon_toast_gn.m ├── test_grid_search.m └── test_simple.m ├── evaluation_metrics.py ├── get_nth_layer_output.py ├── inference_time.py ├── network_architectures.py ├── read_preprocess_data.py └── training.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/README.md -------------------------------------------------------------------------------- /creating-dataset/forwad_create_dataset.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/creating-dataset/forwad_create_dataset.m -------------------------------------------------------------------------------- /creating-dataset/make_QM.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/creating-dataset/make_QM.m -------------------------------------------------------------------------------- /creating-dataset/meshing/circle_double.geo: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/creating-dataset/meshing/circle_double.geo -------------------------------------------------------------------------------- /creating-dataset/meshing/circle_single.geo: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/creating-dataset/meshing/circle_single.geo -------------------------------------------------------------------------------- /creating-dataset/meshing/create_geo_double.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/creating-dataset/meshing/create_geo_double.m -------------------------------------------------------------------------------- /creating-dataset/meshing/create_mesh_from_geo.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/creating-dataset/meshing/create_mesh_from_geo.m -------------------------------------------------------------------------------- /creating-dataset/meshing/mesh_read_test.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/creating-dataset/meshing/mesh_read_test.m -------------------------------------------------------------------------------- /creating-dataset/other/monte-carlo-test/make_QM.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/creating-dataset/other/monte-carlo-test/make_QM.m -------------------------------------------------------------------------------- /creating-dataset/other/monte-carlo-test/mmclab_test.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/creating-dataset/other/monte-carlo-test/mmclab_test.m -------------------------------------------------------------------------------- /training-and-evaluation/analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/analysis.ipynb -------------------------------------------------------------------------------- /training-and-evaluation/classic-reconstruction/homogen.msh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/classic-reconstruction/homogen.msh -------------------------------------------------------------------------------- /training-and-evaluation/classic-reconstruction/make_QM.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/classic-reconstruction/make_QM.m -------------------------------------------------------------------------------- /training-and-evaluation/classic-reconstruction/recon_toast_cg.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/classic-reconstruction/recon_toast_cg.m -------------------------------------------------------------------------------- /training-and-evaluation/classic-reconstruction/recon_toast_gn.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/classic-reconstruction/recon_toast_gn.m -------------------------------------------------------------------------------- /training-and-evaluation/classic-reconstruction/test_grid_search.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/classic-reconstruction/test_grid_search.m -------------------------------------------------------------------------------- /training-and-evaluation/classic-reconstruction/test_simple.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/classic-reconstruction/test_simple.m -------------------------------------------------------------------------------- /training-and-evaluation/evaluation_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/evaluation_metrics.py -------------------------------------------------------------------------------- /training-and-evaluation/get_nth_layer_output.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/get_nth_layer_output.py -------------------------------------------------------------------------------- /training-and-evaluation/inference_time.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/inference_time.py -------------------------------------------------------------------------------- /training-and-evaluation/network_architectures.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/network_architectures.py -------------------------------------------------------------------------------- /training-and-evaluation/read_preprocess_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/read_preprocess_data.py -------------------------------------------------------------------------------- /training-and-evaluation/training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mjalalimanesh/sparse-dot-deep-learning/HEAD/training-and-evaluation/training.ipynb --------------------------------------------------------------------------------