├── .gitignore ├── .travis.yml ├── BinnedCountPredictionModelNo0.py ├── CountPrediction.sh ├── CountPredictionNo0.sh ├── Dockerfile ├── GLM_LightningCount.sh ├── PlotsforABIComparison.sh ├── README.md ├── benchmark_config_cheyenne.yml ├── benchmark_config_default.yml ├── benchmark_config_travis.yml ├── doc ├── Makefile ├── conf.py ├── index.rst └── make.bat ├── download_data.py ├── environment.yml ├── goes16_benchmark_casper.sh ├── goes16_benchmark_casper_res.sh ├── goes16_benchmark_cheyenne.sh ├── goes16_build_patches_config_32.yml ├── goes16_deep_learning_benchmark.py ├── goes16_for_hyperop.py ├── goes16_process_config.yml ├── goes16ci ├── __init__.py ├── data.py ├── imager.py ├── lightning.py ├── models.py └── monitor.py ├── hyperparameter.yml ├── infer_patches.sh ├── launch.sh ├── notebooks ├── Integrated_gradients.ipynb ├── Plotting.ipynb ├── Understanding_Validation_Data.ipynb ├── deeplift.ipynb ├── interpretation.ipynb └── plot_gpu_perf.ipynb ├── objective.py ├── patch_inference.py ├── process_goes16.py ├── process_goes16_casper.sh ├── run_extract_AWS.sh ├── scripts ├── BinnedCountPredictionModel.py ├── GLM_LightningCount.py ├── PlotsForABIComparison.py ├── build_patches.py ├── extract_AWS.sh ├── extract_goes16_AWS.py ├── goes16_build_patches_config_32.yml ├── infer_patches.sh ├── prediction_vs_actual_visual.py ├── untar_goes16.py └── visualization.sh └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/.travis.yml -------------------------------------------------------------------------------- /BinnedCountPredictionModelNo0.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/BinnedCountPredictionModelNo0.py -------------------------------------------------------------------------------- /CountPrediction.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/CountPrediction.sh -------------------------------------------------------------------------------- /CountPredictionNo0.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/CountPredictionNo0.sh -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/Dockerfile -------------------------------------------------------------------------------- /GLM_LightningCount.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/GLM_LightningCount.sh -------------------------------------------------------------------------------- /PlotsforABIComparison.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/PlotsforABIComparison.sh -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/README.md -------------------------------------------------------------------------------- /benchmark_config_cheyenne.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/benchmark_config_cheyenne.yml -------------------------------------------------------------------------------- /benchmark_config_default.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/benchmark_config_default.yml -------------------------------------------------------------------------------- /benchmark_config_travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/benchmark_config_travis.yml -------------------------------------------------------------------------------- /doc/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/doc/Makefile -------------------------------------------------------------------------------- /doc/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/doc/conf.py -------------------------------------------------------------------------------- /doc/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/doc/index.rst -------------------------------------------------------------------------------- /doc/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/doc/make.bat -------------------------------------------------------------------------------- /download_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/download_data.py -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/environment.yml -------------------------------------------------------------------------------- /goes16_benchmark_casper.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16_benchmark_casper.sh -------------------------------------------------------------------------------- /goes16_benchmark_casper_res.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16_benchmark_casper_res.sh -------------------------------------------------------------------------------- /goes16_benchmark_cheyenne.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16_benchmark_cheyenne.sh -------------------------------------------------------------------------------- /goes16_build_patches_config_32.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16_build_patches_config_32.yml -------------------------------------------------------------------------------- /goes16_deep_learning_benchmark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16_deep_learning_benchmark.py -------------------------------------------------------------------------------- /goes16_for_hyperop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16_for_hyperop.py -------------------------------------------------------------------------------- /goes16_process_config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16_process_config.yml -------------------------------------------------------------------------------- /goes16ci/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /goes16ci/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16ci/data.py -------------------------------------------------------------------------------- /goes16ci/imager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16ci/imager.py -------------------------------------------------------------------------------- /goes16ci/lightning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16ci/lightning.py -------------------------------------------------------------------------------- /goes16ci/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16ci/models.py -------------------------------------------------------------------------------- /goes16ci/monitor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/goes16ci/monitor.py -------------------------------------------------------------------------------- /hyperparameter.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/hyperparameter.yml -------------------------------------------------------------------------------- /infer_patches.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/infer_patches.sh -------------------------------------------------------------------------------- /launch.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/launch.sh -------------------------------------------------------------------------------- /notebooks/Integrated_gradients.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/notebooks/Integrated_gradients.ipynb -------------------------------------------------------------------------------- /notebooks/Plotting.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/notebooks/Plotting.ipynb -------------------------------------------------------------------------------- /notebooks/Understanding_Validation_Data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/notebooks/Understanding_Validation_Data.ipynb -------------------------------------------------------------------------------- /notebooks/deeplift.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/notebooks/deeplift.ipynb -------------------------------------------------------------------------------- /notebooks/interpretation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/notebooks/interpretation.ipynb -------------------------------------------------------------------------------- /notebooks/plot_gpu_perf.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/notebooks/plot_gpu_perf.ipynb -------------------------------------------------------------------------------- /objective.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/objective.py -------------------------------------------------------------------------------- /patch_inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/patch_inference.py -------------------------------------------------------------------------------- /process_goes16.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/process_goes16.py -------------------------------------------------------------------------------- /process_goes16_casper.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/process_goes16_casper.sh -------------------------------------------------------------------------------- /run_extract_AWS.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/run_extract_AWS.sh -------------------------------------------------------------------------------- /scripts/BinnedCountPredictionModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/BinnedCountPredictionModel.py -------------------------------------------------------------------------------- /scripts/GLM_LightningCount.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/GLM_LightningCount.py -------------------------------------------------------------------------------- /scripts/PlotsForABIComparison.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/PlotsForABIComparison.py -------------------------------------------------------------------------------- /scripts/build_patches.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/build_patches.py -------------------------------------------------------------------------------- /scripts/extract_AWS.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/extract_AWS.sh -------------------------------------------------------------------------------- /scripts/extract_goes16_AWS.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/extract_goes16_AWS.py -------------------------------------------------------------------------------- /scripts/goes16_build_patches_config_32.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/goes16_build_patches_config_32.yml -------------------------------------------------------------------------------- /scripts/infer_patches.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/infer_patches.sh -------------------------------------------------------------------------------- /scripts/prediction_vs_actual_visual.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/prediction_vs_actual_visual.py -------------------------------------------------------------------------------- /scripts/untar_goes16.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/untar_goes16.py -------------------------------------------------------------------------------- /scripts/visualization.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/scripts/visualization.sh -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NCAR/goes16ci/HEAD/setup.py --------------------------------------------------------------------------------