Code

Fix/projections#201

Code

Merged

JannisHoch merged 30 commits intodevJannisHoch/copro:devfrom fix/projectionsJannisHoch/copro:fix/projectionsCopy head branch name to clipboardDec 11, 2024

+463-387

Commits

Commits on Aug 26, 2024

• option for either Regression or Classification model

  JannisHoch

  committed
  9dee8ab

• fine tuned selection of conflict data points

  JannisHoch

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  70a4e9f

• option to provide ML target variable

  JannisHoch

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  34770b8

• use simulation_name as output dir

  JannisHoch

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  f258220

• data extraction from netCDF files in a separate function

  JannisHoch

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  e53e335

• target variable and estimator used determined in main script

  JannisHoch

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  998f209

• should belong to previous commit

  JannisHoch

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  737445b

• first step towards flexible target_vars when extracting conflict (Y) data

  JannisHoch

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  dd51311

• added class docstrings

  JannisHoch

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  6331756

• constructing X and Y data as dataframes instead of arrays

  JannisHoch

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  75e316e

• no log-scale support for now, more consistent treatment of polygons w/o feature data

  JannisHoch

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  11329fb

• removing all polygons with 1 or more NaNs

  JannisHoch

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  5e8fd95

• fully pd.dataframe support implemented

  JannisHoch

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  fa6224d

• save only selected conflicts which fall in simulation period

  JannisHoch

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  e07f5f3

• finetuning print output

  JannisHoch

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  3a053fe

Commits on Aug 27, 2024

• no random state set for Kfold in GridSearchCV to ensure all n models are fitted on different data

  JannisHoch

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  e77ae62

Commits on Sep 3, 2024

• better handling of cores via command line

  JannisHoch

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  85b5d3a

Commits on Sep 9, 2024

• remove content of output dir to avoid conflicts with expected files

  JannisHoch

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  dec66b3

• settings parsed for projections with new yaml file structure

  JannisHoch

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  b7fb849

• udpated docstring for load_estimators

  JannisHoch

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  89650ac

Commits on Sep 11, 2024

• fixed definition of projection period

  JannisHoch

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  00d93a3

• reinitated initiate_X_data function

  JannisHoch

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  a5804e2

• saving files as GPKG instead GeoJSON

  JannisHoch

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  8626b76

• no output for None output from rasterstats

  JannisHoch

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  2b64d57

• make run_prediction() work

  JannisHoch

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  6facc8b

• apply isort

  JannisHoch

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  daa5e76

Commits on Sep 16, 2024

• no ML target var for nwo

  JannisHoch

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  c56d403

• fix Geopandas driver

  JannisHoch

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  c5ce6fd

• corrected number of function arguments

  JannisHoch

  committed
  f07c07c

Commits on Dec 11, 2024

• Merge branch 'dev' into fix/projections

  JannisHoch

  authored
  3505358