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LiDO AI_ML training held on 16-18 December (inclusive) 2019 at New Hunts House, Guys Campus.
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Tanushree Tunstall 7efade3736 saving
2022-05-29 07:01:34 +01:00
__pycache__ modified ml params and models 2022-05-19 02:35:50 +01:00
earlier_versions moved earlier version for model and param names to earlier_versions 2022-05-24 09:21:29 +01:00
JR_day1_background added my data ML test 2022-02-24 18:34:07 +00:00
JR_day2_tensorflow added my data ML test 2022-02-24 18:34:07 +00:00
ml_data added logoplot_example.R and ga_customers.csv 2022-04-05 14:52:08 +01:00
other examples added my data ML test 2022-02-24 18:34:07 +00:00
test_data added files and saving work 2022-05-05 19:44:19 +01:00
uq_ml_models added feature selection on all models but lets see if it works, only worked until DT 2022-05-23 07:47:56 +01:00
uq_ml_models_FS adding prints to pnca_config file 2022-05-29 06:58:21 +01:00
base_estimator.py modified loopity and multclass3 to have skf_cv as a parameters for cv 2022-03-17 18:17:58 +00:00
base_estimator2.py added scripts for playing base_estimator 2022-03-17 18:20:19 +00:00
base_estimator3.py modified ml params and models 2022-05-19 02:35:50 +01:00
classification_params_FS.py tidying script to run from cmd and via ssh 2022-05-28 09:40:24 +01:00
cross_validate_vs_loopity_loop.py renamed practice_cv2 to cross_validate_vs_loopity_loop 2022-03-22 11:03:51 +00:00
grid_search_vs_base_estimator.py added grid_search_vs_base_estimator.py to compare results from baseestimator and gridsearch manual 2022-03-18 17:51:38 +00:00
gscv.py renamed hyperparams to gscv 2022-03-22 11:08:20 +00:00
gscv_eg.py renamed hyperparams to gscv 2022-03-22 11:08:20 +00:00
imbalance_p1.py added exmaples and practice run for imbalanced data sets 2022-03-14 18:43:29 +00:00
imbalance_p2.py added exmaples and practice run for imbalanced data sets 2022-03-14 18:43:29 +00:00
imports.py saving work before adding uq stuff 2022-05-16 08:05:41 +01:00
imports_unsup.py added tutorial examples and my data workthrough examplesin unsup_v1.py 2022-03-23 16:23:18 +00:00
intra_model_gscv.py added all classification algorithms params for gridsearch 2022-03-21 13:51:20 +00:00
itertools.py added tutorial examples and my data workthrough examplesin unsup_v1.py 2022-03-23 16:23:18 +00:00
logolpot_example.R added logoplot_example.R and ga_customers.csv 2022-04-05 14:52:08 +01:00
loopity_loop.py added all classification algorithms params for gridsearch 2022-03-21 13:51:20 +00:00
loopity_loop_CALL.py added all classification algorithms params for gridsearch 2022-03-21 13:51:20 +00:00
loopity_loop_CALL_single added loopity loop function call to extract mean values for each model's metric from nested dict (2/3 levels) 2022-03-14 18:46:59 +00:00
machine_learning_with_python_tutorial.pdf added my data ML test 2022-02-24 18:34:07 +00:00
MultClassPipe2.py saving work 2022-03-16 10:11:13 +00:00
MultClassPipe3.py trying under and oversampling 2022-05-26 07:38:21 +01:00
MultClassPipe3_CALL.py git add UQ_imbalance.py 2022-05-27 06:05:34 +01:00
MultModelsCl_CALL.py saving and organising work to call form cmd line 2022-05-28 11:25:04 +01:00
NOTES added to notes 2022-05-24 09:20:45 +01:00
pnca_config.py saving 2022-05-29 07:01:34 +01:00
rfecv_with_ohe.py added custom rfecv to get names out from stackoverflow 2022-05-24 07:51:16 +01:00
umap_fs.py added tutorial examples and my data workthrough examplesin unsup_v1.py 2022-03-23 16:23:18 +00:00
unsup_v1.py added tutorial examples and my data workthrough examplesin unsup_v1.py 2022-03-23 16:23:18 +00:00
UQ_FS_eg.py aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa 2022-05-24 02:33:56 +01:00
UQ_FS_fn.py replaced pipe_abc with pipe_rc related to the same 2022-05-24 11:57:54 +01:00
UQ_FS_fn_CALL.py added validated params for all classifiers 2022-05-26 03:20:54 +01:00
UQ_FS_mixed_eg.py added validated params for all classifiers 2022-05-26 03:20:54 +01:00
UQ_imbalance.py added UQ_MultClassPipe4.py and UQ_imbalance.py 2022-05-26 07:39:47 +01:00
UQ_Imbalance.py UQ_Imbalance.py is still the practice one 2022-05-28 11:26:29 +01:00
UQ_LR_FS_p1.py copy of ML dir to an FS-only version 2022-05-22 23:30:58 +01:00
UQ_LR_FS_p2.py saving work and wrapping up from the weekend 2022-05-23 00:31:02 +01:00
UQ_LR_p1.py added and ran hyperparam script for all different classifiers, but couldn't successfully run the feature selection and hyperparam together 2022-05-20 08:09:24 +01:00
UQ_ML_data.py tidyed up ML data processing for actual processing 2022-05-29 06:03:36 +01:00
UQ_MultClassPipe4.py git add UQ_imbalance.py 2022-05-27 06:05:34 +01:00
UQ_MultModelsCl.py saving and organising work to call form cmd line 2022-05-28 11:25:04 +01:00
UQ_or_impute.py update 2022-05-27 14:32:41 +01:00
UQ_pnca_ML.py saving and organising work to call form cmd line 2022-05-28 11:25:04 +01:00
UQ_practice.py added UQ_practice.py 2022-05-19 02:38:01 +01:00
UQ_RF.py saving work with scripts for feature selection 2022-05-19 08:30:18 +01:00
UQ_TODO_categorical_classification_columns.py tidyed up ML data processing for actual processing 2022-05-29 06:03:36 +01:00
X_categories added count for targets for all genes and ran multiple classification models for all of the genes and target as a start 2022-03-04 19:16:04 +00:00