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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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option to specify separate loss functions for pretrain and fine tune
#123
janetrbarclay
closed
3 years ago
5
truncated training data?
#122
janetrbarclay
opened
3 years ago
4
running on a subset of segments
#121
janetrbarclay
closed
3 years ago
8
103 flexible input and output names
#120
jsadler2
closed
3 years ago
4
pass python object as `model` instead of str to training routine
#118
jsadler2
closed
2 years ago
0
remove train_model_cli
#117
jsadler2
closed
2 years ago
4
containerizing environment?
#116
jsadler2
closed
2 years ago
6
Shared project folder on Caldera
#115
SimonTopp
closed
2 years ago
5
Incorrect target names in `train` using gpu
#114
jsadler2
closed
2 years ago
0
config file option for training rule
#113
janetrbarclay
closed
2 years ago
2
[#111] train_model.py -> train_model_cli.py
#112
jsadler2
closed
3 years ago
2
rename `train_model.py`?
#111
jsadler2
closed
3 years ago
2
Lambdas parameter for RGCN on HPC GPU
#110
SimonTopp
closed
2 years ago
12
use tf.shape for `batch_size` for h_/c_init
#109
jsadler2
closed
3 years ago
4
Nonetype when trying to run models not in eager mode
#108
jsadler2
closed
3 years ago
0
`batch_size` error when lstm is `stateful`
#107
jsadler2
opened
3 years ago
17
unifying multi-task implementation
#106
jsadler2
closed
3 years ago
2
Adding GW loss function
#105
janetrbarclay
closed
3 years ago
13
Adding State Updating and # of Tasks to LSTM and RGCN models
#104
jzwart
closed
3 years ago
8
make code agnostic to input/output data sources
#103
jsadler2
closed
3 years ago
0
prediction flexibility
#102
jsadler2
closed
3 years ago
6
more flexible code to make predictions
#101
jsadler2
closed
3 years ago
8
94 validation support
#100
jsadler2
closed
3 years ago
2
getting unusually bad performance for flow in DRB
#99
jsadler2
closed
3 years ago
29
consider taking out sample weights
#98
jsadler2
opened
3 years ago
8
resource error when saving model
#97
jsadler2
closed
3 years ago
1
Match what is in the SDM paper
#96
jsadler2
opened
3 years ago
2
Try simplifying model
#95
jsadler2
closed
3 years ago
1
add support for a validation set
#94
jsadler2
closed
3 years ago
0
Bug fixes
#93
jsadler2
closed
3 years ago
0
Pretrain dist back in
#92
jsadler2
closed
3 years ago
0
Revert "Revert "85 camels""
#91
jsadler2
closed
3 years ago
0
Revert "85 camels"
#90
jsadler2
closed
3 years ago
0
85 camels
#89
jsadler2
closed
3 years ago
0
Nnse samplewise
#88
jsadler2
closed
3 years ago
0
kge functionality into camels
#87
jsadler2
closed
3 years ago
0
implement KGE as metric
#86
jsadler2
closed
3 years ago
0
allow for no pretraining data in prep_data method
#85
jsadler2
closed
3 years ago
0
add some kind of regularization
#84
jsadler2
closed
3 years ago
0
add gru as model option
#83
jsadler2
closed
3 years ago
0
use (normalized) nash-sutcliffe as loss function
#82
jsadler2
closed
3 years ago
1
80 grad similarity
#81
jsadler2
closed
3 years ago
0
Implement adapting auxiliary loss based on gradient similarity
#80
jsadler2
closed
3 years ago
0
Correct variable names in RGCN flow-in-temp
#79
jsadler2
closed
3 years ago
0
adding lstm as model option
#78
jsadler2
closed
3 years ago
0
Normalize outputs segment by segment?
#77
jsadler2
opened
3 years ago
2
Try GRU instead of LSTM
#76
jsadler2
closed
3 years ago
0
dropping nulls with masking not working like i thought it would
#75
jsadler2
closed
3 years ago
3
add lstm option
#74
jsadler2
closed
3 years ago
0
[#72] function supports metrics by month
#73
jsadler2
closed
3 years ago
0
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