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USGS-R
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drb-inland-salinity-ml
Code repo for Delaware River Basin machine learning models that predict inland salinity.
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Subset tidal reaches
#242
lekoenig
closed
1 year ago
6
How are we accounting for tidal sites?
#241
lekoenig
closed
1 year ago
19
Split error metrics by season, land cover, physio region
#240
jds485
closed
1 year ago
0
SHAP values over space, time
#239
jds485
opened
1 year ago
0
Add maps of error metrics for different time periods
#238
jds485
closed
1 year ago
2
split SHAP plots into panels of static and dynamic attrs
#237
jds485
closed
1 year ago
0
Hyperparameter tuning workflow for RGCN
#236
jds485
opened
1 year ago
0
SHAP for RGCN model
#235
jds485
opened
1 year ago
0
Split SHAP plots into panels with static attributes in one panel and dynamic in the other
#234
jds485
closed
1 year ago
0
Add monthly, seasonal error maps for each model
#233
jds485
closed
1 year ago
0
Prepare for Upcoming DGEC Transition
#232
jesse-ross
closed
1 year ago
0
RGCN workflows
#231
jds485
closed
1 year ago
10
Add files for RGCN workflow
#230
jds485
closed
1 year ago
0
added plots for RGCN model results
#229
jds485
closed
1 year ago
1
add txt files with attribute and reach names
#228
jds485
closed
1 year ago
8
Add text files for attributes and segments to use in different model configurations
#227
jds485
closed
1 year ago
0
Remove cue of never and do full grid search
#226
jds485
closed
1 year ago
4
added functions to plot the data splits
#225
jds485
closed
1 year ago
1
Update the pipeline to remove the "never" cue for model targets.
#224
jds485
closed
1 year ago
0
Add a directory deletion function / code
#223
jds485
opened
1 year ago
0
Create maps of XAI data splits
#222
jds485
closed
1 year ago
0
220 seasonal shap
#221
jds485
closed
1 year ago
5
Add function(s) for seasonal feature importance analysis
#220
jds485
closed
1 year ago
0
Minor SHAP plot edits
#219
jds485
closed
1 year ago
0
Consider spatial nestedness for spatial holdout
#218
jds485
opened
1 year ago
0
Add SWE dataset
#217
lekoenig
opened
1 year ago
2
Add timer for when to refresh AWS credentials
#216
jds485
closed
1 year ago
1
Add function to plot empirical cdf
#215
lekoenig
closed
1 year ago
2
Discussion (#2): Salinity data columns to check
#214
lekoenig
closed
2 years ago
4
Discussion (#7): Documenting Data and Model Versions
#213
lekoenig
closed
2 years ago
1
Discussion (#10): Modeling objective - value of spatially-distributed vs. high-frequency data
#212
lekoenig
closed
2 years ago
0
Discussion (#15): Integrating discrete and continuous data
#211
lekoenig
closed
2 years ago
2
Discussion (#17): Processing meteorological data to stream segments
#210
lekoenig
closed
2 years ago
1
Discussion (#70): Errors that did not stop the pipeline
#209
lekoenig
closed
2 years ago
12
Update p4 targets after recent PRs
#208
jds485
closed
2 years ago
1
Updated functions to handle spatial splits
#207
jds485
closed
1 year ago
1
Update links/references to GitLab after migration
#206
lekoenig
opened
2 years ago
1
Add spatial holdout option
#205
jds485
closed
1 year ago
0
Update p4 targets after recent PRs
#204
jds485
closed
2 years ago
0
Remove random selection of attributes
#203
jds485
closed
2 years ago
0
Add best RF model predictions to features dataframe
#202
jds485
opened
2 years ago
0
Model results enhancement options
#201
jds485
opened
2 years ago
0
Remove random attribute selection
#200
jds485
closed
2 years ago
0
Add river adjacency matrix
#199
lekoenig
closed
2 years ago
5
Parallel zarr file writing
#198
jds485
closed
2 years ago
2
Add zarr file targets
#197
jds485
closed
2 years ago
1
Add zarr file targets
#196
jds485
closed
2 years ago
0
Add reservoirs sf data
#195
jds485
closed
2 years ago
1
Downstream data processing edits
#194
jds485
closed
2 years ago
3
Update README with S3 + review instructions
#193
jds485
closed
2 years ago
0
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