Commits · d883855652d7488eefe03afd3bd594b5313f7463 · esde / machine-learning / MLAir · GitLab

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Mar 12, 2020
- implemented different bootstrap algorithms. Test performance on zam347. · d8838556
  lukas leufen authored 5 years ago
  
  d8838556
Mar 09, 2020
- replaced split by rsplit, bug fixed · 7997cf3c
  lukas leufen authored 5 years ago
  
  7997cf3c
- added history check · d7f4ebb0
  lukas leufen authored 5 years ago
  
  d7f4ebb0
- split bootstrap forecast and skill scores in post-processing, hold only... · 46b3b49f
  lukas leufen authored 5 years ago
  46b3b49f
Mar 06, 2020
- first try on faster prediction · 8ab3f95b
  lukas leufen authored 5 years ago
  
  8ab3f95b
- added plot list for better plot selection, can skip bootstraps also from... · 74284889
  lukas leufen authored 5 years ago
  74284889
- fixed errors with branched models · 3bdf3ea0
  lukas leufen authored 5 years ago
  
  3bdf3ea0
Mar 05, 2020
- simplified observation creation · 9ed8db81
  lukas leufen authored 5 years ago
  
  9ed8db81
- current status, started to fix time shift · 72259773
  lukas leufen authored 5 years ago
  
  72259773
Mar 04, 2020
- removed unnecessary calculate_transformation method and implemented instead... · ae6b6f49
  lukas leufen authored 5 years ago
  ae6b6f49
- created default transformation variable in experiment_setup.py · 2f82abb3
  lukas leufen authored 5 years ago
  
  2f82abb3
Mar 03, 2020
- do not calculate transformation if mean is given, switch to save local tmp data or not · 47c9e0d3
  lukas leufen authored 5 years ago
  
  47c9e0d3
Mar 02, 2020
- permute data on training can be set in experiment setup · 022d9a73
  lukas leufen authored 5 years ago
  
  022d9a73
- experiment setup wasn't added to last commit · 1235b87c
  lukas leufen authored 5 years ago
  
  1235b87c
- use observation instead of selection from input data for observation creation · 994df99b
  lukas leufen authored 5 years ago
  
  994df99b
- small bugfix, disable load_tmp for all check_valid_stations iterations · b1763fcd
  lukas leufen authored 5 years ago
  
  b1763fcd
Feb 27, 2020
- created bootstrap skill score plot, /close #52 · 8cdf9429
  lukas leufen authored 5 years ago
  
  8cdf9429
- get labels and forecast in correct behaviour (station-wise) · 113e891a
  lukas leufen authored 5 years ago
  
  113e891a
Feb 26, 2020
- save orig labels locally · 3eb4745c
  lukas leufen authored 5 years ago
  
  3eb4745c
- changed model and exp settings for faster run execution · ae76b1da
  lukas leufen authored 5 years ago
  
  ae76b1da
- create bootstrap forecasts · 6906ca5d
  lukas leufen authored 5 years ago
  
  6906ca5d
Feb 14, 2020
- temporary state, transformation is calculcated on each Init · 63324afa
  lukas leufen authored 5 years ago
  
  63324afa
Feb 13, 2020
- apply CallbackHandler to workflow · 504812f6
  lukas leufen authored 5 years ago
  
  504812f6
- moved tower model to model class · daf4b146
  lukas leufen authored 5 years ago
  
  daf4b146
Feb 12, 2020
- renamed orig by obs(ervation) · 39a058b2
  lukas leufen authored 5 years ago
  
  39a058b2
- use create_new_model to choose if an existing model shall be overwritten or not, · f65a442e
  lukas leufen authored 5 years ago
  
  f65a442e
- just train if trainable is true, otherwise rise info in logger · 2e62741a
  lukas leufen authored 5 years ago
  
  2e62741a
- new entry in datastore: model_name · 315995c2
  lukas leufen authored 5 years ago
  
  315995c2
Feb 11, 2020
- add hourly flag to experiment path · 019ca409
  lukas leufen authored 5 years ago
  
  019ca409
- refac time series plot and add sampling rate · 72429383
  lukas leufen authored 5 years ago
  
  72429383
- refac some remaining o3 statements by target var from datastore · 21b2d231
  lukas leufen authored 5 years ago
  
  21b2d231
- minor refac on import statement (and its order) · 609a4a7c
  lukas leufen authored 5 years ago
  
  609a4a7c
- bugfix, uncommented statements (was commented for development) · a559c5e9
  lukas leufen authored 5 years ago
  
  a559c5e9
- divide plots by year, ugly design but working · dc8427b0
  lukas leufen authored 5 years ago
  
  dc8427b0
Feb 10, 2020
- first time series plot implementation, but zoom-in needs to be implemented · 1027e284
  lukas leufen authored 5 years ago
  
  1027e284
Feb 07, 2020
- prepare experiment to use bootstraps · 587f606d
  lukas leufen authored 5 years ago
  
  587f606d
Feb 06, 2020
- MLT can now handle hourly data for entire workflow · 9937bd31
  lukas leufen authored 5 years ago
  
  9937bd31
Feb 05, 2020
- minor modifications, add docs · af1ecb8a
  lukas leufen authored 5 years ago
  
  af1ecb8a
- first implementation of local tmp storage using pickle · a6dccb6d
  lukas leufen authored 5 years ago
  
  a6dccb6d
Feb 04, 2020
- added small check for var and stat · f4e6a50a
  lukas leufen authored 5 years ago
  
  f4e6a50a