├── .github └── workflows │ └── scorecard.yml ├── LICENSE-CDLA-Permissive-1.0 ├── LICENSE-MIT ├── README.md ├── SECURITY.md ├── datasets ├── create_data.sh ├── create_physics_records.py ├── create_physics_scenes.py ├── dataset_reader_physics.py ├── models │ ├── Box.obj │ ├── Box_001.obj │ ├── Box_002.obj │ ├── Box_003.obj │ ├── Box_004.obj │ ├── Box_005.obj │ ├── Box_006.obj │ ├── Box_007.obj │ ├── Box_008.obj │ ├── Box_009.obj │ ├── Fluid.obj │ ├── Fluid_001.obj │ ├── Fluid_002.obj │ ├── Fluid_003.obj │ └── Fluid_004.obj ├── physics_data_helper.py └── splishsplash_config.py ├── images ├── canyon.gif ├── custom_properties.png └── run_script_button.png ├── models ├── default_tf.py └── default_torch.py ├── scenes ├── README.md ├── boxes_render.blend ├── canyon_boundary.obj ├── canyon_emitter.obj ├── canyon_render.blend └── canyon_scene.json ├── scripts ├── 6kbox.yaml ├── create_surface_meshes.py ├── dambreak.yaml ├── default.yaml ├── evaluate_network.py ├── example_scene.json ├── fluid_evaluation_helper.py ├── pretrained_model_weights.h5 ├── pretrained_model_weights.pt ├── run_network.py ├── scene_json_format.txt ├── train_network_tf.py └── train_network_torch.py └── utils ├── apply_style.sh ├── blender_external_mesh.py └── deeplearningutilities ├── __init__.py ├── nvml.py ├── runstats.py ├── tf ├── __init__.py ├── evolution_trainer.py ├── my_checkpoint_management.py └── trainer.py └── torch ├── __init__.py ├── evolution_trainer.py ├── my_checkpoint_management.py └── trainer.py /.github/workflows/scorecard.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/.github/workflows/scorecard.yml -------------------------------------------------------------------------------- /LICENSE-CDLA-Permissive-1.0: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/LICENSE-CDLA-Permissive-1.0 -------------------------------------------------------------------------------- /LICENSE-MIT: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/LICENSE-MIT -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/README.md -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/SECURITY.md -------------------------------------------------------------------------------- /datasets/create_data.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/create_data.sh -------------------------------------------------------------------------------- /datasets/create_physics_records.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/create_physics_records.py -------------------------------------------------------------------------------- /datasets/create_physics_scenes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/create_physics_scenes.py -------------------------------------------------------------------------------- /datasets/dataset_reader_physics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/dataset_reader_physics.py -------------------------------------------------------------------------------- /datasets/models/Box.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box.obj -------------------------------------------------------------------------------- /datasets/models/Box_001.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box_001.obj -------------------------------------------------------------------------------- /datasets/models/Box_002.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box_002.obj -------------------------------------------------------------------------------- /datasets/models/Box_003.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box_003.obj -------------------------------------------------------------------------------- /datasets/models/Box_004.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box_004.obj -------------------------------------------------------------------------------- /datasets/models/Box_005.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box_005.obj -------------------------------------------------------------------------------- /datasets/models/Box_006.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box_006.obj -------------------------------------------------------------------------------- /datasets/models/Box_007.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box_007.obj -------------------------------------------------------------------------------- /datasets/models/Box_008.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box_008.obj -------------------------------------------------------------------------------- /datasets/models/Box_009.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Box_009.obj -------------------------------------------------------------------------------- /datasets/models/Fluid.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Fluid.obj -------------------------------------------------------------------------------- /datasets/models/Fluid_001.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Fluid_001.obj -------------------------------------------------------------------------------- /datasets/models/Fluid_002.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Fluid_002.obj -------------------------------------------------------------------------------- /datasets/models/Fluid_003.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Fluid_003.obj -------------------------------------------------------------------------------- /datasets/models/Fluid_004.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/models/Fluid_004.obj -------------------------------------------------------------------------------- /datasets/physics_data_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/physics_data_helper.py -------------------------------------------------------------------------------- /datasets/splishsplash_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/datasets/splishsplash_config.py -------------------------------------------------------------------------------- /images/canyon.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/images/canyon.gif -------------------------------------------------------------------------------- /images/custom_properties.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/images/custom_properties.png -------------------------------------------------------------------------------- /images/run_script_button.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/images/run_script_button.png -------------------------------------------------------------------------------- /models/default_tf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/models/default_tf.py -------------------------------------------------------------------------------- /models/default_torch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/models/default_torch.py -------------------------------------------------------------------------------- /scenes/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scenes/README.md -------------------------------------------------------------------------------- /scenes/boxes_render.blend: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scenes/boxes_render.blend -------------------------------------------------------------------------------- /scenes/canyon_boundary.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scenes/canyon_boundary.obj -------------------------------------------------------------------------------- /scenes/canyon_emitter.obj: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scenes/canyon_emitter.obj -------------------------------------------------------------------------------- /scenes/canyon_render.blend: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scenes/canyon_render.blend -------------------------------------------------------------------------------- /scenes/canyon_scene.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scenes/canyon_scene.json -------------------------------------------------------------------------------- /scripts/6kbox.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/6kbox.yaml -------------------------------------------------------------------------------- /scripts/create_surface_meshes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/create_surface_meshes.py -------------------------------------------------------------------------------- /scripts/dambreak.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/dambreak.yaml -------------------------------------------------------------------------------- /scripts/default.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/default.yaml -------------------------------------------------------------------------------- /scripts/evaluate_network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/evaluate_network.py -------------------------------------------------------------------------------- /scripts/example_scene.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/example_scene.json -------------------------------------------------------------------------------- /scripts/fluid_evaluation_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/fluid_evaluation_helper.py -------------------------------------------------------------------------------- /scripts/pretrained_model_weights.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/pretrained_model_weights.h5 -------------------------------------------------------------------------------- /scripts/pretrained_model_weights.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/pretrained_model_weights.pt -------------------------------------------------------------------------------- /scripts/run_network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/run_network.py -------------------------------------------------------------------------------- /scripts/scene_json_format.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/scene_json_format.txt -------------------------------------------------------------------------------- /scripts/train_network_tf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/train_network_tf.py -------------------------------------------------------------------------------- /scripts/train_network_torch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/scripts/train_network_torch.py -------------------------------------------------------------------------------- /utils/apply_style.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/apply_style.sh -------------------------------------------------------------------------------- /utils/blender_external_mesh.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/blender_external_mesh.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/deeplearningutilities/nvml.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/nvml.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/runstats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/runstats.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/tf/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/tf/__init__.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/tf/evolution_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/tf/evolution_trainer.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/tf/my_checkpoint_management.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/tf/my_checkpoint_management.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/tf/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/tf/trainer.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/torch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/torch/__init__.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/torch/evolution_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/torch/evolution_trainer.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/torch/my_checkpoint_management.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/torch/my_checkpoint_management.py -------------------------------------------------------------------------------- /utils/deeplearningutilities/torch/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isl-org/DeepLagrangianFluids/HEAD/utils/deeplearningutilities/torch/trainer.py --------------------------------------------------------------------------------