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84 compare basic fedot vs fedot eith contextual mab warm start #86

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84 compare basic fedot vs fedot eith contextual mab warm start #86

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@maypink maypink commented Dec 4, 2023 •
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@MorrisNein
remove datasets list from datasets loaders
763581d
@MorrisNein
introduce generic typing & index retrieval for dataset data
50b3ea4
@MorrisNein
remove meta-features cache, refactor mf extractor interface
2b2b28b
@MorrisNein
minor fixes
e94f973
@MorrisNein
remove redundant constant
d496bcb
@MorrisNein
add persistent_cache.py
4148123
@MorrisNein
add logging messages
4b9c12a
@MorrisNein
finalize persistent_cache.py
869e5e4
@MorrisNein
finalize persistent_cache.py
b353401
@MorrisNein
create Dockerfile abd .dockerignore
ea24a17
@MorrisNein
create the experiment script & config
34591a5
@MorrisNein
adapt to #39
c4c2680
@MorrisNein
add config for debugging
3e5e7bb
@MorrisNein
remove data leak
bbfd898
@MorrisNein
persist train/test datasets split
e4fd2ff
@MorrisNein
add final choices to the best models
bd9697a
@MorrisNein
add FedotHistoryLoader
b765671
@MorrisNein
add MetaLearningApproach and its children
dbfdfb4
@MorrisNein
set TMPDIR from script
24f33aa
@MorrisNein
simplify MetaLearningApproach
274da9a
@MorrisNein
set logging level of FEDOT
5a4a9e4
@MorrisNein
create config_light.yaml
7c00db9
@MorrisNein
add dataset_id to description
acdf7a8
@MorrisNein
fix train/test split
70549e5
@MorrisNein
fix progress bar
f3d79c7
@MorrisNein
make fit unnecessary for MetaLearningApproach
5a98422
@MorrisNein
fix n_datasets
02c9af4
@MorrisNein
add evaluation caching
4962931
@MorrisNein
split config file
e943c02
@MorrisNein
add data split
d4eeb69
@maypink maypink linked an issue Dec 4, 2023 that may be closed by this pull request
Compare basic FEDOT vs FEDOT eith Contextual MAB -- warm start #84
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codecov bot commented Dec 4, 2023 •
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Codecov Report

Attention: 259 lines in your changes are missing coverage. Please review.

Comparison is base (bffab03) 29.33% compared to head (bc77eef) 25.49%.
Report is 9 commits behind head on main.

❗ Current head bc77eef differs from pull request most recent head 7a9e882. Consider uploading reports for the commit 7a9e882 to get more accurate results

Files Patch % Lines
...l/data_preparation/file_system/persistent_cache.py 0.00% 167 Missing ⚠️
...preparation/models_loaders/fedot_history_loader.py 0.00% 37 Missing ⚠️
meta_automl/approaches/meta_learning_approach.py 0.00% 15 Missing ⚠️
...ion/feature_preprocessors/feature_preprocessors.py 7.14% 13 Missing ⚠️
...ration/meta_features_extractors/pymfe_extractor.py 84.44% 7 Missing ⚠️
...ta_automl/data_preparation/dataset/dataset_base.py 78.57% 6 Missing ⚠️
..._preparation/surrogate_dataset/dataset_generate.py 0.00% 5 Missing ⚠️
...toml/data_preparation/datasets_train_test_split.py 0.00% 2 Missing ⚠️
meta_automl/data_preparation/evaluated_model.py 0.00% 2 Missing ⚠️
...meta_algorithm/model_advisors/surrogate_advisor.py 0.00% 2 Missing ⚠️
... and 3 more
Additional details and impacted files 
@@            Coverage Diff             @@
##             main      #86      +/-   ##
==========================================
- Coverage   29.33%   25.49%   -3.85%     
==========================================
  Files          53       57       +4     
  Lines        2359     2530     +171     
==========================================
- Hits          692      645      -47     
- Misses       1667     1885     +218

☔ View full report in Codecov by Sentry.
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Compare basic FEDOT vs FEDOT eith Contextual MAB -- warm start
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@maypink @MorrisNein