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major additions #25

Merged
merged 25 commits into from
Jul 8, 2020
Merged

major additions #25

merged 25 commits into from
Jul 8, 2020

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JannisHoch
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added:

  • more classification models
  • more evaluation metrics
  • more flexible variable reading
  • more generic data processing

JannisHoch added 25 commits June 18, 2020 15:59
@JannisHoch
tested various SVM scaling techniques and added MinMaxScaler to script'
6de2b28
@JannisHoch
Merge pull request #17 from JannisHoch/improve_preprocessing_ML
2bc8dc4 
tested various SVM scaling techniques and added MinMaxScaler to script'
@JannisHoch
added precipitation data as variable
7e2b174
@JannisHoch
Merge pull request #18 from JannisHoch/add_precip
4e32fa8 
added precipitation data as variable
@JannisHoch
now going through all nc files provides as keys in cfg sections
fa357b4
@JannisHoch
added range of futher variables from PCRGLOBWB output
8ce879a
@JannisHoch
first steps to pick function depending on dtype of nc time var; also …
0890a1e 
…upgraded to geopandas 0.8 as it is much faster
@JannisHoch
fixed error in env.yml
eedd3d3
@JannisHoch
function call now dependent on time variable dtype
b4caef5
@JannisHoch
stalled TravisCI link sicne I dont want to pay for it
a5a7467
@JannisHoch
Merge pull request #19 from JannisHoch/generic_analysis_of_nc_files
37bfe73 
Generic analysis of nc files
@JannisHoch
added extra metrics for otuput analysis
555130a
@JannisHoch
added first IMAGE data and successfully tested model
04e63db
@JannisHoch
added func to test more models
a6f75f9
@JannisHoch
Merge pull request #23 from JannisHoch/imbalanced_problem
73b3f6f 
Imbalanced problem
@JannisHoch
added intensityGrazing.nc
bd2bf7e
@JannisHoch
now input and output dir in cfg-file can be relative paths
0e70bb1
@JannisHoch
added extensive grazing
9843453
@JannisHoch
Merge branch 'dev' of https://github.com/JannisHoch/conflict_model in…
537882c 
…to dev
@JannisHoch
merged files
3cb794d
@JannisHoch
Merge pull request #24 from JannisHoch/relative_paths
39db6ed 
Relative paths
@JannisHoch
checked if all merges worked, answer is yes
f01ad8b
@JannisHoch
added a LinearSVC model
0af2a3a
@JannisHoch
added a DecisionTree to the mix
18fbcc6
@JannisHoch
updated runner.py
b43260e
@JannisHoch JannisHoch merged commit a4275fa into master Jul 8, 2020
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@JannisHoch