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Engineer/train years #142

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tommylees112
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Create an Engineer class with the flexibility to freely choose train/test periods in any order.

  • still checks for model leakage and (hopefully) avoids it
  • creates a new Engineer.engineer_class the _DifferentTrainingPeriodsEngineer

@tommylees112
add read_train_data function to the analysis.evaluation module, and a…
9d81107 
…dd some tests of the evaluation script
@tommylees112
update the spatial_rmse to correct falsely indexed xarray objects (tr…
fb4e96c 
…ansposes and unsorted)
@tommylees112
vscode hidden dir
037cec5
@tommylees112
unfinished evaluation
f70028c
@tommylees112
Merge branch 'master' of https://github.com/esowc/ml_drought into ana…
efa2515 
…lysis/load_historical

merge master to load_historical
@tommylees112
read_train / read_test data
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@tommylees112
remove coverage files
2b45da9
@tommylees112
add ignore_vars to models
19f99ef
@tommylees112
improve the comparison for spatial_rmse
4bbca0b
@tommylees112
add africa to region
87acdeb
@tommylees112
add pretrained option to all models
4c3dc7e
@tommylees112
notebook tests
6a2d2b9
@tommylees112
spatial plot kwargs
47e9409
@tommylees112
update get metric to take spatial kwags
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@tommylees112
add argument names to model call
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@tommylees112
update nb1
ce44497
@tommylees112
update notebooks
ad9fcbf
@tommylees112
Merge branch 'master' of https://github.com/esowc/ml_drought into ana…
96a170d 
…lysis/load_historical
@tommylees112
update notebook
80b2ee7
@tommylees112
vscode settings
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@tommylees112
update esa cci preprocess
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@tommylees112
update notebook
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@tommylees112
add true_data_path to evaluate month
512f7e2
@tommylees112
update docstring
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@tommylees112
update the mypy args
1ac2453
@tommylees112
annual_scores needs to take LIST of PRED YEARS
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@tommylees112
notebooks
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@tommylees112
notebook
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@tommylees112
assert to catch errors
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@tommylees112
update notebook
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
update experiment train/test
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@tommylees112
add experiment.py to pull experiment object
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@tommylees112
black and remove imports in experiment.py
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@tommylees112
run all expermients
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@tommylees112
update script experiment code
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@tommylees112
update experimentation and experiment scripts
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@tommylees112
Merge branch 'engineer/train_years' of https://github.com/esowc/ml_dr…
f131ee6 
…ought into engineer/train_years

merge remote local
@tommylees112
update experiment to work with enso
0744747
@tommylees112
update experiments to work with enso data
bdc5aac
@tommylees112
update experiments to work with enso data
2e951c8
@tommylees112
update notebooks
0c74188
@tommylees112
analyse enso experiments
4d7b4e8
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@tommylees112