Commits · cb14008f8580604ab0bbd218a738423a2d85ada7 · esde / machine-learning / MLAir · GitLab

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Jan 29, 2020
- bugfix: added start and end to the default kwargs keys, before the time range... · cb14008f
  lukas leufen authored 5 years ago
  cb14008f
- new helpers dict_to_xarray and float_round including tests and doc · e76cd80e
  lukas leufen authored 5 years ago
  
  e76cd80e
Jan 27, 2020
- this is just an intermediate commit to save working progress, tests could fail · cbb44040
  lukas leufen authored 5 years ago
  
  cbb44040
- added 4th subset "train_val" that consists on the union of train and val. Is... · 9833edec
  lukas leufen authored 5 years ago
  9833edec
Jan 24, 2020
- first part of skill score calculation (CASE I and II implemented), added copy... · 4a4ba794
  lukas leufen authored 5 years ago
  4a4ba794
- minor change in data loading process, there can be now the option to... · 1ff35adf
  lukas leufen authored 5 years ago
  1ff35adf
- created detailed description of all data paths (which steps creates which data... · 8ad5f2c8
  lukas leufen authored 5 years ago
  8ad5f2c8
Jan 15, 2020
- cali-ref and like-bas plots can be created now · ac662ace
  lukas leufen authored 5 years ago
  
  ac662ace
- plot conditional quantiles has more structure and a short documentation · 93bfcab9
  lukas leufen authored 5 years ago
  
  93bfcab9
Jan 10, 2020
- post processing can load local model if no new training was performed and... · 642a1b10
  lukas leufen authored 5 years ago
  642a1b10
Jan 09, 2020
- first implementation of plot_conditional_quantiles without documentation · a2ef0d08
  lukas leufen authored 5 years ago
  
  a2ef0d08
Jan 07, 2020
- post processing can plot station_map(), but countries are not filled with e.g.... · e532578e
  lukas leufen authored 5 years ago
  e532578e
Jan 06, 2020
- post processing uses plot_monthly_summary() · 4cd8fe3c
  lukas leufen authored 5 years ago
  
  4cd8fe3c
- implemented function plot_monthly_summary() · 7211a38a
  lukas leufen authored 5 years ago
  
  7211a38a
Dec 16, 2019
- add plot and results path to experiment setup, finished raw code for... · d59f43c2
  lukas leufen authored 5 years ago
  d59f43c2
Dec 12, 2019
- worked on post processing. not ready right now · 4b9c51c0
  lukas leufen authored 5 years ago
  
  4b9c51c0
- new function to apply inverse transformation for given mean and std (if required) · f5d94caa
  lukas leufen authored 5 years ago
  
  f5d94caa
- refactored ordinary least squared model into class · 4608b470
  lukas leufen authored 5 years ago
  
  4608b470
- get transformation information (mean, std, method) from data prep class · 057b47fe
  lukas leufen authored 5 years ago
  
  057b47fe
- save best model after training in data store · 42ecd142
  lukas leufen authored 5 years ago
  
  42ecd142
Dec 11, 2019
- added simple ols model · 3d6d32a5
  lukas leufen authored 5 years ago
  
  3d6d32a5
- new directory model_modules to collect all model methods and classes · bf2208c5
  lukas leufen authored 5 years ago
  
  bf2208c5
- including training and distributor · 24b28f98
  lukas leufen authored 5 years ago
  24b28f98
Dec 10, 2019
- implemented all tests for training. /close #17 · 1696e914
  lukas leufen authored 5 years ago
  
  1696e914
- worked on docs and tests, updated some other tests · fa64b136
  lukas leufen authored 5 years ago
  
  fa64b136
Dec 09, 2019
- can run training and save callbacks · 40bc20bd
  lukas leufen authored 5 years ago
  
  40bc20bd
- changed time tracker representation to hh:mm:ss · 389504fa
  lukas leufen authored 5 years ago
  
  389504fa
- include distributor, /close #9 · 1dfeaaed
  lukas leufen authored 5 years ago
  
  1dfeaaed
- pytest_runtest_teardown runs now a proper clean up · 18910fde
  lukas leufen authored 5 years ago
  
  18910fde
- modified pytest_runtest_teardown · e14f3474
  lukas leufen authored 5 years ago
  
  e14f3474
- current status, not running! · 7c8918ca
  lukas leufen authored 5 years ago
  
  7c8918ca
Dec 06, 2019
- small change on conftest.py · ef4c57ed
  lukas leufen authored 5 years ago
  
  ef4c57ed
- added conftest.py for a better cleanup · 995c2911
  lukas leufen authored 5 years ago
  
  995c2911
- split a test into 2, removed unnecessary if statement in len method · 0f569572
  lukas leufen authored 5 years ago
  
  0f569572
- restructured some modules, introduced "data_handling" for preparator, generator and distributor · 8fda782b
  lukas leufen authored 5 years ago
  
  8fda782b
- include tests for join downloads · 1f163005
  lukas leufen authored 5 years ago
  1f163005
- minor fix · d9e21c1c
  lukas leufen authored 5 years ago
  
  d9e21c1c
- adjusted test, /close #28 · 5cab39b2
  lukas leufen authored 5 years ago
  
  5cab39b2
- implemented all tests, added documentation, refactored some code parts to get... · 90dbf513
  lukas leufen authored 5 years ago
  90dbf513
Dec 05, 2019
- add Distributor, expanded Training class · 03a54c27
  lukas leufen authored 5 years ago
  
  03a54c27