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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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Gwn integration
#173
SimonTopp
closed
2 years ago
0
linalg method of gw loss gives erroneous values with pytorch
#172
janetrbarclay
opened
2 years ago
0
adding pytorch implementation of gw loss
#171
janetrbarclay
closed
2 years ago
0
NAN loss on gpu
#170
matiiin
closed
2 years ago
4
Keep portion update
#169
SimonTopp
closed
2 years ago
0
cleaning up example workflow for GW loss
#168
janetrbarclay
closed
2 years ago
1
adding pytorch rgcn example snakefile and configfile
#167
janetrbarclay
closed
2 years ago
0
test data with seg_id_nat, date as indices
#166
jsadler2
closed
2 years ago
1
memory error with basic lstm in example workflow
#165
janetrbarclay
opened
2 years ago
0
rdl_torch_py env issues -> channel priority and long solve
#164
janetrbarclay
opened
2 years ago
2
Torch and GraphWaveNet Integration
#163
SimonTopp
closed
2 years ago
11
Explicitly state agreed upon DRB partitions (years, segments) in readme?
#162
jsadler2
opened
2 years ago
7
Make test/validation partitions optional
#161
jsadler2
closed
2 years ago
0
Handle validation/testing sites as well as times in preprocessing
#160
jsadler2
closed
2 years ago
1
RGCN in pytorch
#159
jdiaz4302
closed
2 years ago
3
Add training models in replicate and hypertuning workflow examples
#158
jsadler2
closed
2 years ago
1
sharing pytorch starting point
#157
jdiaz4302
closed
2 years ago
11
adding offset functionality for gw loss
#156
janetrbarclay
closed
2 years ago
0
Small fixes to latest PR NA masking.
#155
SimonTopp
closed
2 years ago
1
Fixes to offset and dropout
#154
SimonTopp
closed
2 years ago
4
146a simplify training - but backwards compatible
#153
jsadler2
closed
2 years ago
3
Changing offsets and sequence lengths lead to reasonable predictions but very odd training logs
#152
SimonTopp
closed
2 years ago
13
InaccessibleTensorError when running RGCN with Dropout
#151
SimonTopp
closed
2 years ago
3
reversing deltaPhi order, scaling GW inputs for val and tst partitions
#150
janetrbarclay
closed
2 years ago
2
NOTICE: upcoming default branch name change
#149
jesse-ross
closed
2 years ago
1
146 simplify training
#148
jsadler2
closed
2 years ago
4
swapping val and tst partitions?
#147
janetrbarclay
closed
2 years ago
1
Simplify training routine
#146
jsadler2
closed
2 years ago
2
determinism adjustments
#145
janetrbarclay
closed
2 years ago
0
alternative way of no-pretrain experiment
#144
jsadler2
closed
2 years ago
1
linear algebra option for gw loss
#143
janetrbarclay
closed
2 years ago
0
No pretraining exp
#142
jdiaz4302
closed
2 years ago
37
Somewhat significant update
#141
SimonTopp
closed
2 years ago
12
adding as-run config file to the model output directory
#140
janetrbarclay
closed
2 years ago
3
Proposed change to weight initialization
#139
SimonTopp
closed
2 years ago
7
removing NA assertion
#138
janetrbarclay
closed
2 years ago
0
"as-run" config to text file?
#137
janetrbarclay
closed
2 years ago
7
cleaning up the config file defaults
#136
janetrbarclay
closed
2 years ago
0
Feedback on potentially significant changes
#135
SimonTopp
closed
2 years ago
7
adding a reservoir filter for the gw loss function
#134
janetrbarclay
closed
2 years ago
1
Offset correction
#133
janetrbarclay
closed
2 years ago
8
move task definition from snakefile to config
#132
janetrbarclay
closed
2 years ago
1
improved error message text for all NAN in the GW loss
#131
janetrbarclay
closed
2 years ago
0
GW loss functions goes to Nan when running on GPU
#130
SimonTopp
closed
2 years ago
6
cleaning up GW loss data requirements
#129
janetrbarclay
closed
2 years ago
0
updating GW processing based on #120
#128
janetrbarclay
closed
2 years ago
0
Multiple train/test splits result in discontinuous batches
#127
SimonTopp
opened
2 years ago
5
Added dockerfile and instructions for transferable CPU/GPU image
#126
SimonTopp
closed
2 years ago
2
Swapped out linear algebra GW loss term for FFT approach.
#125
SimonTopp
closed
2 years ago
2
Use all training dates for observed Ar and delta Phi
#124
janetrbarclay
closed
2 years ago
2
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