LiDO AI_ML training held on 16-18 December (inclusive) 2019 at New Hunts House, Guys Campus.
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2022-03-16 10:11:13 +00:00
__pycache__ saving work 2022-03-16 10:11:13 +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
comp_results added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts 2022-03-14 10:36:19 +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 2022-03-16 10:11:13 +00:00
imports_v1.py 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
loopity_detangle.py added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts 2022-03-14 10:36:19 +00:00
loopity_loop.py saving work 2022-03-16 10:11:13 +00:00
loopity_loop_CALL.py saving work 2022-03-16 10:11:13 +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
MultClassPipe.py trying Stratified Kfold split on running multiple pipelines 2022-03-09 18:35:54 +00:00
MultClassPipe2.py saving work 2022-03-16 10:11:13 +00:00
MultClassPipe3.py saving work 2022-03-16 10:11:13 +00:00
my_data5_results_pnca added my_data5.py to run multiple classifications algorithms and added prelim results 2022-03-03 17:59:51 +00:00
my_data_modelpipe.py added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts 2022-03-14 10:36:19 +00:00
my_data_target_counts.py 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
my_datap1.py updated practice script with some notes 2022-02-24 18:41:15 +00:00
my_datap2.py added practice scripts 2 and 3 to test different methods 2022-03-02 19:42:51 +00:00
my_datap3.py added my_data4 after outputting merged_df3 for pnca to test the ml models 2022-03-03 13:35:05 +00:00
my_datap4.py added standard KFold as well 2022-03-03 15:18:34 +00:00
my_datap5.py added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts 2022-03-14 10:36:19 +00:00
my_datap6.py added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts 2022-03-14 10:36:19 +00:00
my_datap7.py added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts 2022-03-14 10:36:19 +00:00
my_datap8.py added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts 2022-03-14 10:36:19 +00:00
my_datap9.py added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts 2022-03-14 10:36:19 +00:00
my_datap10.py loopity_loop_CALL 2022-03-14 18:36:23 +00:00
my_datap11.py loopity_loop_CALL 2022-03-14 18:36:23 +00:00
p_jr_d1.py added MultClassPipe2 that has one hot encoder step to the pipeline 2022-03-07 17:36:48 +00:00
p_jr_d2.py added my data ML test 2022-02-24 18:34:07 +00:00
pnca_results_v1.py trying Stratified Kfold split on running multiple pipelines 2022-03-09 18:35:54 +00:00
practice_d1.py added my data ML test 2022-02-24 18:34:07 +00:00
skf_mm.py dict 2022-03-10 19:20:02 +00:00
SKF_SSF.txt added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts 2022-03-14 10:36:19 +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