Preview

ccsc-tools-TSInet-irradiance-reconstruction-6f45582
- .gitignore
  
  19 Bytes
- README.md
  
  3.0 kB
- YA_01_ReconstructionOfTSIbyDeepLearning.ipynb
  
  57.7 kB
- __pycache__
  - tsinet_reconstructor.cpython-36.pyc
    
    8.2 kB
  - tsinet_reconstructor.cpython-38.pyc
    
    8.2 kB
  - tsinet_reconstructor.cpython-39.pyc
    
    8.1 kB
  - tsinet_train.cpython-38.pyc
    
    5.6 kB
  - tsinet_utils.cpython-36.pyc
    
    19.9 kB
  - tsinet_utils.cpython-38.pyc
    
    20.7 kB
  - tsinet_utils.cpython-39.pyc
    
    19.5 kB
- default_model
  - irradiance_max_min.txt
    
    50 Bytes
  - tsinet_model
    - saved_model.pb
      
      658.5 kB
    - variables
      - variables.data-00000-of-00001
        
        6.7 MB
      - variables.index
        
        4.6 kB
  - tsinet_model.sav
    
    6.7 MB
  - tsinet_train_x.sav
    
    318.4 kB
  - tsinet_train_y.sav
    
    45.6 kB
- default_results
  - tsinet_result_NRLTSI2.csv
    
    1.5 kB
  - tsinet_result_SATIRE-M_Full_20000.csv
    
    32.8 kB
  - tsinet_result_SATIRE-S.csv
    
    1.4 kB
  - tsinet_result_TCTE.csv
    
    1.7 kB
- environment.yml
  
  247 Bytes
- figures
  - DataScalingSORCE.png
    
    63.0 kB
  - SATIRE-M_TSInet_TSI_XL.png
    
    92.1 kB
  - SORCE_TS_XL_Blue.png
    
    48.2 kB
  - algorithm_comparison_rmse_nrtsi2.png
    
    9.3 kB
  - algorithm_comparison_rmse_satire-s.png
    
    11.1 kB
  - algorithm_comparison_rmse_tcte.png
    
    9.3 kB
  - datascaling_equation.png
    
    2.7 kB
  - nsteps_ablation_corr.png
    
    7.9 kB
  - nsteps_ablation_rmse.png
    
    8.8 kB
  - nsteps_vs_rmse_corr.png
    
    40.8 kB
  - nsteps_vs_time.png
    
    23.9 kB
  - tsinet_architecture.png
    
    27.9 kB
- logs
  - tsinet.log
    
    2.6 MB
- requirements.txt
  
  123 Bytes
- results
  - sinet_result_TCTE.csv
    
    1.7 kB
  - tsinet_result_NRLTSI2.csv
    
    1.5 kB
  - tsinet_result_SATIRE-M_Full_20000.csv
    
    32.8 kB
  - tsinet_result_SATIRE-S.csv
    
    1.4 kB
  - tsinet_result_TCTE.csv
    
    1.7 kB
- test_data
  - NRLTSI2_TSI.csv
    
    1.7 MB
  - SATIRE-M_TSI.csv
    
    14.3 kB
  - SATIRE-S_TSI.csv
    
    982.5 kB
  - TCTE_TSI.csv
    
    189.1 kB
- train_data
  - SORCE_TSI.csv
    
    611.3 kB
- tsinet_reconstructor.py
  
  11.9 kB
- tsinet_train.py
  
  7.2 kB
- tsinet_utils.py
  
  24.4 kB

ccsc-tools/TSInet-irradiance-reconstruction-v1.5.zip