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informatics-lab
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precip_rediagnosis
Project to use ML to re-diagnose precipitation fields from ensemble model fields
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Fraction pipeline
#116
hannahbrown7
closed
1 year ago
1
Prd110 newp probs
#115
stevehadd
closed
1 year ago
2
tidy up and flag key notebooks
#114
stevehadd
opened
1 year ago
2
multinomial distribution on output
#113
stevehadd
opened
1 year ago
0
explore benefits of azure data lake
#112
stevehadd
opened
1 year ago
0
visualise cnn with tensorspace
#111
stevehadd
opened
1 year ago
0
Calculate NWP probabilities in data prep pipeline
#110
hannahbrown7
closed
1 year ago
1
Create visualisation of model architecture
#109
hannahbrown7
opened
1 year ago
1
Assess different class imbalance approaches
#108
hannahbrown7
opened
1 year ago
0
Fraction pipeline
#107
hannahbrown7
closed
1 year ago
1
Prd85 azml tensorboard
#106
stevehadd
closed
1 year ago
1
[STUB] Write project closure report
#105
arh89
opened
1 year ago
0
[STUB] Implement explainability/interpretability approach
#104
arh89
opened
1 year ago
0
merge versions of prd_pipeline into a single accessible folder
#103
stevehadd
closed
1 year ago
0
Prd90 no rain band
#102
stevehadd
closed
1 year ago
1
create and test AzML workspace setup template
#101
stevehadd
closed
1 year ago
2
visualise NN strcuture
#100
stevehadd
opened
1 year ago
0
try github actions with azureml for CI for ML
#99
stevehadd
opened
1 year ago
2
Define Model signature for ML Flow
#98
stevehadd
opened
1 year ago
1
Deploy trained models using AzML and Mlflow
#97
stevehadd
opened
1 year ago
0
create environment for explainability work
#96
stevehadd
closed
1 year ago
2
compare loading speed for different ways of accessing data
#95
stevehadd
opened
1 year ago
0
github on AzureML
#94
hannahbrown7
opened
1 year ago
2
Calculate u and v wind fields
#93
hannahbrown7
closed
1 year ago
0
create setup.py for better imports
#92
stevehadd
opened
1 year ago
0
Create pipeline for inference with gridded data to create map plots of ML prediction
#91
stevehadd
opened
1 year ago
1
Create a "no rain" band for the fraction in precip band dataset
#90
stevehadd
closed
1 year ago
1
Issue with mounting data on GPU cluster
#89
hannahbrown7
closed
1 year ago
3
#79 Responding to code review comments.
#88
stevehadd
closed
1 year ago
0
Create ML Flow Python logging handler
#87
stevehadd
opened
1 year ago
0
AzureML upload and prepare scripts/notebooks
#86
stevehadd
closed
1 year ago
1
update azureml mlops demo notebook to include tensorboard
#85
stevehadd
closed
1 year ago
3
NaT values for time and forecast_reference_time when loading datasets in AzureML
#84
hannahbrown7
opened
1 year ago
1
Explore requirements for model retraining pipeline
#83
stevehadd
opened
1 year ago
0
Ensure no leaking between train and validate/test dataset
#82
hannahbrown7
closed
1 year ago
0
update data prep to autmotically cleanup after extract
#81
stevehadd
opened
1 year ago
0
restore model rainfall max and amount fields to the output dataset
#80
stevehadd
closed
1 year ago
1
Review of extract code
#79
hannahbrown7
closed
1 year ago
1
Refactor Train to use Azure ML Pipelines
#78
stevehadd
opened
1 year ago
1
Radar data pre-processing workflow
#77
DPeterK
closed
1 year ago
1
Calculate precip band fractions for MOGREPS-G data
#76
stevehadd
closed
1 year ago
1
create script to check archive contents
#75
stevehadd
opened
1 year ago
0
Use numba to speed up radar regridding operation
#74
stevehadd
opened
1 year ago
1
Create cylc suite to process extended dataset
#73
stevehadd
closed
1 year ago
1
Investigate use of Azure Data Factory for producing/presenting datasets
#72
stevehadd
closed
1 year ago
1
create new environment to support hyperdrive
#71
stevehadd
closed
1 year ago
7
Create documentation of data architecture
#70
stevehadd
opened
2 years ago
0
MASS Extract Workflow
#69
DPeterK
closed
1 year ago
2
Create a hyperparameter config file
#68
hannahbrown7
opened
2 years ago
0
Experiment more with HyperDrive
#67
hannahbrown7
opened
2 years ago
0
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