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Apr 04, 2024
- Changing file names to save results · 13bce8a9
  M. G. Castrellon authored 1 year ago
  
  View commits for tag v0.1 v0.1
  
  13bce8a9
- New function to save train and evaluation losses · 8d8455ca
  M. G. Castrellon authored 1 year ago
  
  8d8455ca
Mar 29, 2024
- Removed predicted salinity from main df for mass balance · 1191ed91
  M. G. Castrellon authored 1 year ago
  
  1191ed91
Mar 28, 2024
- Filled NA values with zero only for selected columns · 7d39726e
  M. G. Castrellon authored 1 year ago
  
  7d39726e
- Changed the name of ACLL and CCLL salinity columns in input data · 364d39e7
  M. G. Castrellon authored 1 year ago
  
  364d39e7
- Changed column names and name of files in predicted salinity with ann · c7f74edc
  M. G. Castrellon authored 1 year ago
  
  c7f74edc
Mar 27, 2024
- Modified to use previously calculated lock salinity · 7e80b8f4
  M. G. Castrellon authored 1 year ago
  
  7e80b8f4
- Added predicted salinity to mass balance dataframe · 10cd7747
  M. G. Castrellon authored 1 year ago
  
  10cd7747
- First attempt at predicting lock salinity using SimpleANN · 8dd0d2fb
  M. G. Castrellon authored 1 year ago
  
  8dd0d2fb
- Created split_scale_data and plot_obs_sim functions · e6c483f8
  M. G. Castrellon authored 1 year ago
  
  e6c483f8
Mar 25, 2024
- Edited print statement in tran_model function · d0513621
  M. G. Castrellon authored 1 year ago
  
  d0513621
- Added SimpleANN class · 10e2f26f
  M. G. Castrellon authored 1 year ago
  
  10e2f26f
- Testing simple water balance model with new inputs · 866c0633
  M. G. Castrellon authored 1 year ago
  
  866c0633
- Moved ANNs to a separate file · eaac2ef2
  M. G. Castrellon authored 1 year ago
  
  eaac2ef2
- Renamed and added model train and eval functions · 0df278d5
  M. G. Castrellon authored 1 year ago
  
  0df278d5
Mar 24, 2024
- Making simple MLPs more general - work in progress · b488fae5
  M. G. Castrellon authored 1 year ago
  
  b488fae5
- Tunning hyperparameters to train mass balance with dPL framework · bf614bf3
  M. G. Castrellon authored 1 year ago
  
  bf614bf3
Mar 21, 2024
- Adapted salinity model class to work with tensors and cuda · e3a915b4
  M. G. Castrellon authored 1 year ago
  
  e3a915b4
- Updated .gitignore · 1141543a
  M. G. Castrellon authored 1 year ago
  
  1141543a
- Added .gitignore back to tracking · ceb8dc57
  M. G. Castrellon authored 1 year ago
  
  ceb8dc57
- Testing the new differentiable model class - work in progress · 95fe53f6
  M. G. Castrellon authored 1 year ago
  
  95fe53f6
- Removed files from cache · e10da3e7
  M. G. Castrellon authored 1 year ago
  
  e10da3e7
Mar 20, 2024
- Changed location of data file · 3c3fa39d
  M. G. Castrellon authored 1 year ago
  
  3c3fa39d
- Changed the parameters multiple times and improved the plot · b2fb0772
  M. G. Castrellon authored 1 year ago
  
  b2fb0772
- Renamed and moved Simple MLP Mapping class · 90f7fc28
  M. G. Castrellon authored 1 year ago
  
  90f7fc28
Mar 19, 2024
- Moved data transformation to a different file and tested mb model · d9bb5f4c
  M. G. Castrellon authored 1 year ago
  
  d9bb5f4c
- Added params_dict to self for easier manipulation · 613c7458
  M. G. Castrellon authored 1 year ago
  
  613c7458
Mar 18, 2024
- Renamed file to utilities_and_more · 3e17b52d
  M. G. Castrellon authored 1 year ago
  
  3e17b52d
- Changed name of file to save wqm data · 91aea5e6
  M. G. Castrellon authored 1 year ago
  
  91aea5e6
Mar 15, 2024
- New script to process water quality data from ACP · 265bf4ee
  M. G. Castrellon authored 1 year ago
  
  265bf4ee
- Corrected the salt mass balance equation · f57cd276
  M. G. Castrellon authored 1 year ago
  
  f57cd276
Mar 14, 2024
- Started writing the code for the salinity mass balance · 11870cd3
  M. G. Castrellon authored 1 year ago
  
  11870cd3
Mar 12, 2024
- Minor changes to the header of sections in this file · e003d005
  M. G. Castrellon authored 1 year ago
  
  e003d005
- Corrected the creation date in this script · 64222887
  M. G. Castrellon authored 1 year ago
  
  64222887
- Moved df_to_tensor_dict to new script for utility functions · 0ff8de8f
  M. G. Castrellon authored 1 year ago
  
  0ff8de8f
- Added parameter mapping class with an MLP · 8a1396c3
  M. G. Castrellon authored 1 year ago
  
  8a1396c3
Mar 11, 2024
- Created class for salinity mass balance · d7c7928e
  M. G. Castrellon authored 1 year ago
  
  d7c7928e
- Download data from two different cpm datasets · 7b42dcc6
  M. G. Castrellon authored 1 year ago
  
  7b42dcc6
Mar 09, 2024
- Tested variations in precip and evap for water balance · 9a4da296
  M. G. Castrellon authored 1 year ago
  
  9a4da296
Mar 08, 2024
- Tried a different approach for water balance · 61ad43e6
  M. G. Castrellon authored 1 year ago
  
  61ad43e6