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ECMWFCode4Earth
/
ml_drought
Machine learning to better predict and understand drought. Moving github.com/ml-clim
https://ml-clim.github.io/drought-prediction/
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Readme edit
#122
tommylees112
closed
4 years ago
0
Notebooks/analysis
#121
tommylees112
closed
4 years ago
4
[WIP] Add an embedding layer for the months
#120
gabrieltseng
opened
4 years ago
1
Analysis/explore admin regions
#119
tommylees112
closed
4 years ago
0
Allow static era5 variables to be processed too
#118
gabrieltseng
closed
4 years ago
0
Calculate shap values for an entire month
#117
gabrieltseng
closed
4 years ago
0
Allow neural nets to train on GPUs
#116
gabrieltseng
closed
4 years ago
1
Update annual_scores to allow multiple metrics to be calculated
#115
gabrieltseng
closed
4 years ago
0
`` *** ValueError: index must be monotonic for resampling
#114
tommylees112
opened
4 years ago
1
`AdministrativeRegionAnalysis`: ValueError: Cannot apply_along_axis when any iteration dimensions are 0
#113
tommylees112
opened
4 years ago
2
create MovingAverage & VegetationDeficitIndex
#112
tommylees112
closed
4 years ago
0
Update VHI preprocessor to handle other variables as well
#111
gabrieltseng
closed
4 years ago
0
Preprocess/vci
#110
tommylees112
closed
4 years ago
0
Improved plotting of shap
#109
gabrieltseng
closed
4 years ago
0
Review - Analysis notebook
#108
shaunharrigan
opened
4 years ago
0
Review - BEFORE/AFTER preprocess
#107
shaunharrigan
opened
4 years ago
1
[minor] Improvements to the models
#106
gabrieltseng
closed
4 years ago
1
Analysis/admin region
#105
tommylees112
closed
4 years ago
0
Update all the shap code (and other analysis)
#104
gabrieltseng
closed
4 years ago
1
Add variational dropout for recurrent models
#103
gabrieltseng
closed
4 years ago
3
Preprocess/admin region
#102
tommylees112
closed
4 years ago
1
[minor] Add pred months to the static data in the EALSMT
#101
gabrieltseng
closed
4 years ago
1
Review - Validation
#100
cvitolo
closed
4 years ago
2
Review - Models
#99
cvitolo
closed
4 years ago
1
Review - Feature selection
#98
cvitolo
closed
4 years ago
1
Review - Exporters
#97
cvitolo
closed
4 years ago
2
Review - Reproducibility/Best practice
#96
cvitolo
closed
4 years ago
1
Review - Analysis
#95
jwagemann
opened
4 years ago
1
Review - Feature importance
#94
jwagemann
opened
4 years ago
1
Review - Preprocessors
#93
jwagemann
opened
4 years ago
1
Review - Documentation
#92
jwagemann
opened
4 years ago
2
preprocess/icdc
#91
tommylees112
opened
4 years ago
0
Exporters/admin region
#90
tommylees112
closed
4 years ago
1
EALSTM composed of linear layers
#89
gabrieltseng
closed
4 years ago
0
Calculate normalization values uniformly across time
#88
gabrieltseng
closed
4 years ago
0
Error when install CDO
#87
tommylees112
opened
4 years ago
1
Scripts/end to end
#86
tommylees112
closed
4 years ago
0
Remove standard deviation info
#85
gabrieltseng
closed
4 years ago
0
Docs/notebooks
#84
tommylees112
closed
4 years ago
1
Clean up and document scripts
#83
gabrieltseng
closed
4 years ago
0
Preprocessor and engineer for static variables
#82
gabrieltseng
closed
4 years ago
0
ERROR when downloading SRTM files
#81
tommylees112
opened
4 years ago
1
Exporter for SRTM topography
#80
gabrieltseng
closed
4 years ago
0
[minor] Remove standard deviation information from the aggregations
#79
gabrieltseng
closed
4 years ago
1
Preprocess/era5 land
#78
tommylees112
closed
4 years ago
0
Preprocess/ndvi
#77
tommylees112
opened
5 years ago
0
Add EALSTM
#76
gabrieltseng
closed
5 years ago
3
Updates to the engineer
#75
gabrieltseng
closed
4 years ago
1
Preprocessor for ESA Landcover data
#74
tommylees112
closed
4 years ago
1
Exporters/ndvi
#73
tommylees112
opened
5 years ago
1
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