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USGS-R
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river-dl
Deep learning model for predicting environmental variables on river systems
Creative Commons Zero v1.0 Universal
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updating gw_utils.py: removing hard coded references to spatial and time idx
#223
janetrbarclay
closed
1 year ago
0
check for "if segs"
#222
janetrbarclay
opened
1 year ago
0
fixing errors when segs is a list
#221
janetrbarclay
closed
1 year ago
0
Allow for filling small gaps instead of restarting the batch for every gap
#220
jds485
opened
1 year ago
0
-Inf appearing for nse_top10 and nse_bot10
#219
jds485
opened
1 year ago
0
Pad train/val/test data
#218
jds485
closed
1 year ago
10
Pad training/validation/testing
#217
jds485
closed
1 year ago
0
Prepare for Upcoming DGEC Transition
#216
jesse-ross
opened
1 year ago
0
git status problem in preproc_utils.py
#215
jds485
opened
1 year ago
1
Higher number of observations threshold to compute metrics
#214
jds485
opened
1 year ago
1
Change xr.ufuncs.log to np.log, edits to use of log
#213
jds485
opened
1 year ago
0
"seg_id_nat" hardcoded in evaluate.py
#212
janetrbarclay
closed
1 year ago
0
Edits to spatial train/val/test, additional performance metrics
#211
jds485
closed
1 year ago
3
adding comment re: temps < 1 and fft
#210
janetrbarclay
closed
1 year ago
2
Update container docs and/or container
#209
SimonTopp
opened
1 year ago
1
Drop exclude_file parameters and functions
#208
janetrbarclay
closed
1 year ago
1
composite model weights
#207
janetrbarclay
opened
1 year ago
0
Code repetition
#206
Reemyos
opened
1 year ago
0
update gw_utilities to use mean_temp_c as default temp variable
#205
janetrbarclay
closed
1 year ago
0
adds a function for making composite models
#204
janetrbarclay
closed
1 year ago
0
Update `train_model` docstring
#203
jsadler2
opened
2 years ago
0
Reaches loose spatial relationships when shuffle=True during training in PyTorch
#202
SimonTopp
opened
2 years ago
9
Specify train sites to remove from test metrics
#201
SimonTopp
closed
2 years ago
0
adding catch_prop var list
#200
janetrbarclay
closed
2 years ago
0
set y_std/y_mean when not normalize_y is False
#199
jsadler2
closed
2 years ago
2
if not normalizing y, should store y_mean as 0; y_std as 1
#198
jsadler2
closed
2 years ago
0
adding GW metric calculation method option
#197
janetrbarclay
closed
2 years ago
1
Typo(?) in updated combined_metrics function
#196
janetrbarclay
closed
2 years ago
1
remove redundant code for y-val, y-tst scaling
#195
jsadler2
closed
2 years ago
2
scales y_tst data
#194
janetrbarclay
closed
2 years ago
0
scale tst partition y data?
#193
janetrbarclay
closed
2 years ago
2
fixing error with NA's in GW calcs
#192
janetrbarclay
closed
2 years ago
0
Minor edits to GW loss
#191
janetrbarclay
closed
2 years ago
0
Remove val segs from metrics and scale x on training partition
#190
SimonTopp
closed
2 years ago
0
More flexible combined metrics
#189
jsadler2
closed
2 years ago
2
adding determinism settings for the pytorch models
#188
janetrbarclay
closed
2 years ago
1
Use soft DTW as loss function?
#187
jsadler2
opened
2 years ago
1
[#180] rm old line in prepped_array_to_df
#186
jsadler2
closed
2 years ago
0
Need to remove hold-out reach observations from calculating metrics for train and val partitions
#185
SimonTopp
closed
2 years ago
1
Pass partition ids/data as dictionary to combined metrics
#184
jsadler2
closed
2 years ago
1
ID-ing individual metrics files
#183
jsadler2
closed
2 years ago
0
Should we scale x with only training data?
#182
jsadler2
closed
2 years ago
5
[#180] prepped_array_to_df flattens each data var
#181
jsadler2
closed
2 years ago
0
flatten does not work in prepped_array_to_df for multiple variables
#180
jsadler2
closed
2 years ago
0
add mean temp to gw loss
#179
janetrbarclay
closed
2 years ago
0
160 val test sites
#178
jsadler2
closed
2 years ago
2
small fixes and rm cli file
#177
jsadler2
closed
2 years ago
0
spatial_ time_idx_name not carried through everywhere
#176
jsadler2
closed
2 years ago
0
`x_cols` should be `x_vars` in predict_arbitrary
#175
jsadler2
closed
2 years ago
0
adding repo status to asRunConfig file
#174
janetrbarclay
closed
2 years ago
0
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