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neuralhydrology
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neuralhydrology
Python library to train neural networks with a strong focus on hydrological applications.
https://neuralhydrology.readthedocs.io/
BSD 3-Clause "New" or "Revised" License
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[REQUEST] Documentation-paper "Global prediction of extreme floods in ungauged watersheds"
#192
jamesYu365
opened
2 days ago
0
[BUG] The standard deviation of the attribute data for a single basin is NaN.
#191
JiaYubo-nwafu
closed
1 week ago
1
An attempt has been made to start a new process before the current process has finished its bootstrapping phase.
#190
rhedouin
closed
2 weeks ago
2
[REQUEST] Add support to read datasets from cloud storage
#180
KMarkert
opened
2 months ago
1
[BUG] Problem for handoff_forecast_lstm
#174
Smile-L-up
closed
3 months ago
2
Add AdamW to optimizers and ReLU to fc activations
#169
Multihuntr
closed
4 months ago
2
Fix attribute loading in Caravan dataset
#168
kratzert
closed
4 months ago
0
Bugfix: Caravan v1.3 with outer join on CSV caused NaNs. So I suggest inner join.
#167
Multihuntr
closed
4 months ago
2
Replace deprecated pandas.Series.iteritems() with .items()
#166
Multihuntr
closed
4 months ago
0
[BUG] Documentation/code mismatch
#165
amywinder900
opened
4 months ago
1
Implemented the Mamba State Space model
#163
taddyb
closed
4 months ago
7
v1.10.0
#161
kratzert
closed
5 months ago
1
[BUG] validation fails if saving all output without saving validation results
#158
shamshaw
closed
5 months ago
1
[BUG] Circular Import Error when Running Example
#157
ilteralp
closed
5 months ago
3
Fix readthedocs issues
#150
kratzert
closed
7 months ago
0
v. 1.9.1
#149
kratzert
closed
7 months ago
0
Performance of cudalstm slower after upgrade to v1.7.0 and recent pytorch images
#147
shamshaw
opened
9 months ago
6
GenericDataset class for MTS-LSTM
#144
tberends
closed
10 months ago
2
v.1.9.0 Update
#143
kratzert
closed
10 months ago
0
General issues
#141
Kavindra95
closed
10 months ago
15
[BUG] nh-schedule-runs V.s. nh-run-scheduler
#138
apointa
closed
5 months ago
1
Release v.1.8.1
#137
kratzert
closed
11 months ago
0
Update multi-timescale.ipynb
#136
tberends
closed
11 months ago
0
Trouble with "nh-results-ensemble"
#133
julemai
closed
11 months ago
5
[REQUEST] Option to validate the model more frequently than every epoch
#131
shamshaw
closed
10 months ago
3
v1.8.0
#129
gauchm
closed
1 year ago
0
Error in FDC slope signatures formula?
#125
raoulcollenteur
closed
1 year ago
3
Enable non-verbose mode in trainer and tester
#124
shamshaw
closed
1 year ago
0
[BUG] subprocess.CalledProcessError when I tried to train 1st tutorial
#123
rogerzzl
closed
1 year ago
2
[BUG] 8_basins_test_set.txt
#122
Friso1987
closed
1 year ago
1
Enable predictions in basins with no observations
#121
shamshaw
closed
1 year ago
2
v.1.7.0 Update
#119
kratzert
closed
1 year ago
0
One missing subdirectory in CAMELS US dataset
#117
Kavindra95
closed
1 year ago
1
Normalization
#112
pedrozamboni
closed
1 year ago
1
[BUG] Weekly frequency dataset causes errors on validation
#111
shamshaw
closed
1 year ago
6
v.1.6.0
#110
kratzert
closed
1 year ago
0
Latest version of `matplotlib` compatibility
#109
smaebius
closed
1 year ago
2
NoTrainDataError when Train data is present
#108
Sivarazadi
closed
1 year ago
2
v.1.5.1 fix finetuning
#106
kratzert
closed
1 year ago
0
Error running 06_Finetuning notebook
#105
everettsp
closed
1 year ago
7
v.1.5.0
#103
kratzert
closed
1 year ago
0
RuntimeError: Loss was NaN for 1 times in a row. Stopped training.
#101
Flash-Of-Thunder
closed
1 year ago
6
Documentation update
#100
javierfernandezfidalgo
closed
1 year ago
2
Fix missing version bump
#99
kratzert
closed
1 year ago
0
v.1.4.0
#98
kratzert
closed
1 year ago
0
Base dataset minmax scaling typo fix
#97
shamshaw
closed
1 year ago
1
NSE Loss Function
#96
rro2q2
closed
1 year ago
2
Implement peak flow bias metric
#95
SebaDro
closed
1 year ago
3
Which kind of input is better for LSTM?
#92
chooron
closed
1 year ago
1
update #
#91
Yingying016
closed
1 year ago
1
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