USGS-R river-dl issues - Githubissues

USGS-R / river-dl

Deep learning model for predicting environmental variables on river systems

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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 1 year 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