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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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add metrics by month
#72
jsadler2
closed
3 years ago
0
[#70] plot prepped data
#71
jsadler2
closed
4 years ago
0
plot prepared data to check assumptions
#70
jsadler2
closed
4 years ago
0
Fix docstring in "train_model" function
#69
jsadler2
closed
3 years ago
0
command line args for learning rates
#68
jsadler2
closed
4 years ago
0
Expose learning rates to cli
#67
jsadler2
closed
4 years ago
0
take standard deviation and mean from pretraining data for normalizing
#66
jsadler2
closed
4 years ago
0
[#64] data reduction outside of prep_data
#65
jsadler2
closed
4 years ago
0
independent sampling of temp/flow
#64
jsadler2
closed
4 years ago
4
61 reduce w weight
#63
jsadler2
closed
4 years ago
0
issue 60; additional metrics
#62
jsadler2
closed
4 years ago
0
Error when reduce_*_trn parameter is 1
#61
jsadler2
closed
4 years ago
2
add different metrics
#60
jsadler2
closed
4 years ago
0
change learning rates? slower for finetune?
#58
jsadler2
closed
3 years ago
1
weight loss function
#57
jsadler2
closed
4 years ago
0
weight temp loss different than flow loss
#56
jsadler2
closed
4 years ago
0
randomly reduce training data size
#54
jsadler2
closed
4 years ago
0
Flow in temp
#53
jsadler2
closed
4 years ago
0
[#2] combine X ts data with catch attributes data
#52
jsadler2
closed
4 years ago
0
Simplified Snakemake
#51
jsadler2
closed
4 years ago
0
cc0 license
#50
jsadler2
closed
4 years ago
0
Combine x y again
#49
jsadler2
closed
4 years ago
0
Should log pretraining
#48
jsadler2
closed
4 years ago
1
Separate prep
#47
jsadler2
closed
4 years ago
0
separate x and y data
#46
jsadler2
closed
4 years ago
1
Make output file as function argument
#45
jsadler2
closed
4 years ago
1
use path.join for output files
#44
jsadler2
closed
4 years ago
3
effects of logging q
#43
jsadler2
closed
4 years ago
5
segment-wise evaluation
#42
jsadler2
closed
4 years ago
10
separate predictions from loss calculations
#41
jsadler2
closed
4 years ago
0
Log discharge
#40
jsadler2
closed
4 years ago
0
reproducible results with random seed
#39
jsadler2
closed
4 years ago
1
Try model without pretraining
#38
jsadler2
opened
4 years ago
8
add NSE as a metric
#37
jsadler2
closed
4 years ago
0
add energy conservation to loss
#36
jsadler2
opened
4 years ago
0
observed flow of zero
#35
jsadler2
closed
4 years ago
3
Make small unit test dataset
#34
jsadler2
closed
4 years ago
1
Unit test to check mean/std
#33
jsadler2
closed
4 years ago
0
how to train independent models in parallel?
#32
jsadler2
closed
4 years ago
7
Modify only cell states with dist matrix
#31
jsadler2
opened
4 years ago
1
use just precip and air temp as input predictors
#30
jsadler2
closed
4 years ago
0
have streamflow predictions feed into temperature predictions
#29
jsadler2
closed
4 years ago
6
fix error in rmse in post-processing
#28
jsadler2
closed
4 years ago
0
make unit tests
#27
jsadler2
closed
4 years ago
3
separate data prep step into own file and write out
#26
jsadler2
closed
4 years ago
0
Weighing loss function
#25
jsadler2
closed
4 years ago
0
normalizing output variables
#24
jsadler2
closed
3 years ago
8
utilize xarray in data prep
#23
jsadler2
closed
4 years ago
0
add functionality to specify start/end dates for training, testing data
#22
jsadler2
closed
4 years ago
0
Finetune model to a specific reach
#21
jsadler2
closed
3 years ago
7
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