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__pycache__
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modified ml params and models
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2022-05-19 02:35:50 +01:00 |
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earlier_versions
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moved UQ_RF older verison to earlier_versions dir
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2022-05-19 08:32:33 +01:00 |
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JR_day1_background
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added my data ML test
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2022-02-24 18:34:07 +00:00 |
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JR_day2_tensorflow
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added my data ML test
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2022-02-24 18:34:07 +00:00 |
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ml_data
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added logoplot_example.R and ga_customers.csv
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2022-04-05 14:52:08 +01:00 |
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other examples
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added my data ML test
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2022-02-24 18:34:07 +00:00 |
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test_data
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added files and saving work
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2022-05-05 19:44:19 +01:00 |
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uq_ml_models
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added feature selection on all models but lets see if it works, only worked until DT
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2022-05-23 07:47:56 +01:00 |
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uq_ml_models_FS
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added file containing model names and hyperaprams to run for all models inc FS
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2022-05-24 09:14:41 +01:00 |
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base_estimator.py
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modified loopity and multclass3 to have skf_cv as a parameters for cv
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2022-03-17 18:17:58 +00:00 |
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base_estimator2.py
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added scripts for playing base_estimator
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2022-03-17 18:20:19 +00:00 |
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base_estimator3.py
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modified ml params and models
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2022-05-19 02:35:50 +01:00 |
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classification_params_FS.py
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added file containing model names and hyperaprams to run for all models inc FS
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2022-05-24 09:14:41 +01:00 |
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cross_validate_vs_loopity_loop.py
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renamed practice_cv2 to cross_validate_vs_loopity_loop
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2022-03-22 11:03:51 +00:00 |
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grid_search_vs_base_estimator.py
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added grid_search_vs_base_estimator.py to compare results from baseestimator and gridsearch manual
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2022-03-18 17:51:38 +00:00 |
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gscv.py
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renamed hyperparams to gscv
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2022-03-22 11:08:20 +00:00 |
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gscv_eg.py
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renamed hyperparams to gscv
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2022-03-22 11:08:20 +00:00 |
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imbalance_p1.py
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added exmaples and practice run for imbalanced data sets
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2022-03-14 18:43:29 +00:00 |
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imbalance_p2.py
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added exmaples and practice run for imbalanced data sets
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2022-03-14 18:43:29 +00:00 |
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imports.py
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saving work before adding uq stuff
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2022-05-16 08:05:41 +01:00 |
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imports_unsup.py
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added tutorial examples and my data workthrough examplesin unsup_v1.py
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2022-03-23 16:23:18 +00:00 |
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intra_model_gscv.py
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added all classification algorithms params for gridsearch
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2022-03-21 13:51:20 +00:00 |
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itertools.py
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added tutorial examples and my data workthrough examplesin unsup_v1.py
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2022-03-23 16:23:18 +00:00 |
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logolpot_example.R
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added logoplot_example.R and ga_customers.csv
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2022-04-05 14:52:08 +01:00 |
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loopity_loop.py
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added all classification algorithms params for gridsearch
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2022-03-21 13:51:20 +00:00 |
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loopity_loop_CALL.py
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added all classification algorithms params for gridsearch
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2022-03-21 13:51:20 +00:00 |
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loopity_loop_CALL_single
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added loopity loop function call to extract mean values for each model's metric from nested dict (2/3 levels)
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2022-03-14 18:46:59 +00:00 |
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machine_learning_with_python_tutorial.pdf
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added my data ML test
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2022-02-24 18:34:07 +00:00 |
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MultClassPipe2.py
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saving work
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2022-03-16 10:11:13 +00:00 |
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MultClassPipe3.py
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modified ml params and models
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2022-05-19 02:35:50 +01:00 |
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MultClassPipe3_CALL.py
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saving work before adding uq stuff
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2022-05-16 08:05:41 +01:00 |
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NOTES
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updated NOTES to reflect importance of eg 5 in unsup_v1.py
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2022-03-23 16:25:27 +00:00 |
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rfecv_with_ohe.py
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added custom rfecv to get names out from stackoverflow
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2022-05-24 07:51:16 +01:00 |
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umap_fs.py
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added tutorial examples and my data workthrough examplesin unsup_v1.py
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2022-03-23 16:23:18 +00:00 |
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unsup_v1.py
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added tutorial examples and my data workthrough examplesin unsup_v1.py
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2022-03-23 16:23:18 +00:00 |
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UQ_FS_eg.py
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aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
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2022-05-24 02:33:56 +01:00 |
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UQ_FS_fn.py
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added file containing model names and hyperaprams to run for all models inc FS
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2022-05-24 09:14:41 +01:00 |
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UQ_FS_fn_CALL.py
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added file containing model names and hyperaprams to run for all models inc FS
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2022-05-24 09:14:41 +01:00 |
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UQ_FS_mixed_eg.py
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huge progress with getting feature names out from One Hot encoder
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2022-05-24 07:48:00 +01:00 |
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UQ_LR_FS_p1.py
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copy of ML dir to an FS-only version
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2022-05-22 23:30:58 +01:00 |
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UQ_LR_FS_p2.py
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saving work and wrapping up from the weekend
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2022-05-23 00:31:02 +01:00 |
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UQ_LR_p1.py
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added and ran hyperparam script for all different classifiers, but couldn't successfully run the feature selection and hyperparam together
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2022-05-20 08:09:24 +01:00 |
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UQ_pnca_ML.py
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aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
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2022-05-24 02:33:56 +01:00 |
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UQ_practice.py
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added UQ_practice.py
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2022-05-19 02:38:01 +01:00 |
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UQ_RF.py
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saving work with scripts for feature selection
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2022-05-19 08:30:18 +01:00 |
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X_categories
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added count for targets for all genes and ran multiple classification models for all of the genes and target as a start
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2022-03-04 19:16:04 +00:00 |
