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Working repository for my M.S. research, "Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series"

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Name		Name	Last commit message	Last commit date
Latest commit History 320 Commits
helper_fns		helper_fns
models		models
optimization		optimization
00_coordinates.txt		00_coordinates.txt
01_download_data.sh		01_download_data.sh
02_examine_data.R		02_examine_data.R
03_time_series.R		03_time_series.R
04_create_image_chips.R		04_create_image_chips.R
05_01_create_chip_gifs.R		05_01_create_chip_gifs.R
05_02_create_chip_gifs.sh		05_02_create_chip_gifs.sh
06_consolidate_data_cubes.R		06_consolidate_data_cubes.R
07_reformat_python_data.ipynb		07_reformat_python_data.ipynb
08_minimal.py		08_minimal.py
08_minimal_exp.py		08_minimal_exp.py
08_prepare_for_training.ipynb		08_prepare_for_training.ipynb
09_minimal.py		09_minimal.py
09_prepare_for_batch_training.ipynb		09_prepare_for_batch_training.ipynb
103_processing_AST08.ipynb		103_processing_AST08.ipynb
10_viewing_09_results.ipynb		10_viewing_09_results.ipynb
11_09_but_ConvLSTM.py		11_09_but_ConvLSTM.py
12_viewing_11_results.ipynb		12_viewing_11_results.ipynb
13_nonConv_training.py		13_nonConv_training.py
199_level2_production.py		199_level2_production.py
199_level2_training.py		199_level2_training.py
999_Analyze_Results.ipynb		999_Analyze_Results.ipynb
99_01_differenced_training.py		99_01_differenced_training.py
99_Autocorr_EDA.ipynb		99_Autocorr_EDA.ipynb
99_all_purpose_training.py		99_all_purpose_training.py
ACI_K80_revisit.txt		ACI_K80_revisit.txt
ACI_K80_setup.txt		ACI_K80_setup.txt
README.md		README.md

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VolcanoesIR

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Working repository for my M.S. research, "Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series"

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