LiDO AI_ML training held on 16-18 December (inclusive) 2019 at New Hunts House, Guys Campus.
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2022-03-22 11:08:20 +00:00
__pycache__ renamed hyperparams to gscv 2022-03-22 11:08:20 +00:00
earlier_versions renamed hyperparams to gscv 2022-03-22 11:08:20 +00:00
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 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
other examples added my data ML test 2022-02-24 18:34:07 +00:00
test_data added my_data4 after outputting merged_df3 for pnca to test the ml models 2022-03-03 13:35:05 +00:00
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 added scripts for playing base_estimator 2022-03-17 18:20:19 +00:00
classification_names_params.py renamed hyperparams to gscv 2022-03-22 11:08:20 +00:00
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 added all classification algorithms params for gridsearch 2022-03-21 13:51:20 +00:00
intra_model_gscv.py added all classification algorithms params for gridsearch 2022-03-21 13:51:20 +00:00
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 modified loopity and multclass3 to have skf_cv as a parameters for cv 2022-03-17 18:17:58 +00:00
MultClassPipe3_CALL.py modified loopity and multclass3 to have skf_cv as a parameters for cv 2022-03-17 18:17:58 +00:00
NOTES added NOTES to indicate which scripts are important 2022-03-18 17:56:26 +00:00
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