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linaskerath
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RP_Greenland
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Feature investigation
#56
ninazahn
opened
1 year ago
0
HPC
#55
linaskerath
opened
1 year ago
0
Implement model comparison
#54
linaskerath
opened
1 year ago
1
fix nan for temporal data (current days date if nan)
#53
linaskerath
closed
1 year ago
0
ff
#52
linaskerath
closed
1 year ago
0
gg
#51
linaskerath
closed
1 year ago
0
Report: describe choosing models
#50
ninazahn
opened
1 year ago
1
Report: modelling pipeline
#49
linaskerath
opened
1 year ago
0
Report: Data
#48
linaskerath
opened
1 year ago
0
Report: Introduction
#47
linaskerath
opened
1 year ago
0
Run preliminary model (regression)
#46
linaskerath
opened
1 year ago
0
Filter data
#45
linaskerath
closed
1 year ago
0
Implement hyperparameter-tuning
#44
linaskerath
closed
1 year ago
0
Nice to have (BackBackLog)
#43
linaskerath
opened
1 year ago
0
Implement (propper!) training pipeline
#42
linaskerath
opened
1 year ago
0
Rename project
#41
linaskerath
opened
1 year ago
0
Test issue
#40
linaskerath
closed
1 year ago
0
Links
#39
linaskerath
opened
1 year ago
0
Clean Repo
#38
linaskerath
closed
1 year ago
0
Check bias with weather data (cloud bias)
#37
linaskerath
opened
1 year ago
1
Implement different train-test splits (seasonal variation and old data bias)
#36
linaskerath
opened
1 year ago
2
Data overlap bias
#35
linaskerath
closed
1 year ago
1
Threshold investigation
#34
linaskerath
opened
1 year ago
0
Other external data sets?
#33
linaskerath
closed
1 year ago
1
Weather station data
#32
linaskerath
opened
1 year ago
0
Model explainability and interpretability
#31
linaskerath
opened
1 year ago
0
Data normalization
#30
linaskerath
closed
1 year ago
0
Write proposal
#29
ninazahn
closed
1 year ago
0
Try different/more models
#28
linaskerath
opened
1 year ago
0
Outlier testing
#27
linaskerath
closed
1 year ago
0
Feature: aggregates (min, max, larger area, etc.)
#26
linaskerath
closed
1 year ago
1
Feature: geohash
#25
linaskerath
opened
1 year ago
0
Feature: distance to shore/ ice margin
#24
linaskerath
closed
1 year ago
0
Feature: radiation
#23
linaskerath
opened
1 year ago
0
Feature: slope and slope direction
#22
linaskerath
closed
1 year ago
0
Temporal information
#21
linaskerath
closed
1 year ago
0
Feature: season, month, year, etc.
#20
linaskerath
closed
1 year ago
0
Ensemble models
#19
linaskerath
opened
1 year ago
0
Feature importance (LIME, SHAP)
#18
ninazahn
opened
1 year ago
1
Discuss different evaluation metrics
#17
linaskerath
opened
1 year ago
0
Area specific RMSE
#16
linaskerath
opened
1 year ago
0
Bucket refinement ?
#15
ninazahn
opened
1 year ago
0
Train Data: melt area focus
#14
linaskerath
opened
1 year ago
1
Implement overfitting tracking
#13
linaskerath
closed
1 year ago
0
Cross-validation
#12
linaskerath
closed
1 year ago
0
Hyperparameter tuning, Regularisation and other fine-tuning steps
#11
linaskerath
opened
1 year ago
0
Grain size problem
#10
linaskerath
opened
1 year ago
0
Calculate the slope of elevation
#9
ninazahn
opened
1 year ago
0
How much data to train on?
#8
linaskerath
opened
1 year ago
0
Decide regression or Classification: how compare?
#7
linaskerath
closed
1 year ago
0
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