|
|
a1631ea54b
|
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 |
|
|
|
29306e77ee
|
added exmaples and practice run for imbalanced data sets
|
2022-03-14 18:43:29 +00:00 |
|
|
|
1016430ae0
|
added copy to imports
|
2022-03-14 18:43:02 +00:00 |
|
|
|
160053d361
|
loopity_loop_CALL
|
2022-03-14 18:36:23 +00:00 |
|
|
|
7aead2d4f4
|
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 |
|
|
|
69d0c1b557
|
dict
|
2022-03-10 19:20:02 +00:00 |
|
|
|
d733b980ba
|
added MultClassPipe3.py that runs multiple classification models on stratified K-fold data
|
2022-03-09 18:36:47 +00:00 |
|
|
|
1bfb35c30c
|
trying Stratified Kfold split on running multiple pipelines
|
2022-03-09 18:35:54 +00:00 |
|
|
|
bb8f6f70ba
|
added prelim run for pnca all models with on-hot encoder multi model pipeline
|
2022-03-07 18:27:58 +00:00 |
|
|
|
dd8fd5b8ac
|
added MultClassPipe2.py that has one hot encoder included
|
2022-03-07 18:27:29 +00:00 |
|
|
|
b637ebc6d2
|
saving work
|
2022-03-07 18:27:07 +00:00 |
|
|
|
564e72fc2d
|
added MultClassPipe2 that has one hot encoder step to the pipeline
|
2022-03-07 17:36:48 +00:00 |
|
|
|
f5dcf29e25
|
added my_data9.py trying models with num and cat features
|
2022-03-07 15:32:34 +00:00 |
|
|
|
3bf63c522c
|
trying one_hot encoder for categ vars, which was sucessful but not rfecv
|
2022-03-06 14:49:51 +00:00 |
|
|
|
6160d943f5
|
made var names more meaniningful
|
2022-03-06 14:49:32 +00:00 |
|
|
|
e2b997badf
|
trying feature selection for classification logistic algorithm on 3 types of target
|
2022-03-05 15:13:43 +00:00 |
|
|
|
ec2d5ca25b
|
saving work
|
2022-03-05 15:13:26 +00:00 |
|
|
|
877862acb7
|
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 |
|
|
|
89158bc669
|
saving work
|
2022-03-04 19:15:49 +00:00 |
|
|
|
51069fdb76
|
output merged_df3 and merged_df2 files for all gene-targtes along with active site residues annotated
|
2022-03-04 10:58:14 +00:00 |
|
|
|
bff16fc219
|
added my_data5.py to run multiple classifications algorithms and added prelim results
|
2022-03-03 17:59:51 +00:00 |
|
|
|
1fecbc15c9
|
added standard KFold as well
|
2022-03-03 15:18:34 +00:00 |
|
|
|
04e0267dd1
|
added my_data4 after outputting merged_df3 for pnca to test the ml models
|
2022-03-03 13:35:05 +00:00 |
|
|
|
25a55ac914
|
added practice scripts 2 and 3 to test different methods
|
2022-03-02 19:42:51 +00:00 |
|
|
|
9d46613ca4
|
updated practice script with some notes
|
2022-02-24 18:41:15 +00:00 |
|
|
|
67e003df8b
|
added my data ML test
|
2022-02-24 18:34:07 +00:00 |
|
|
|
8edd4c5b6d
|
added practicals and solutions for TF
|
2020-01-28 08:49:52 +00:00 |
|
|
|
aeb0bee7e1
|
added tensorflow stuff
|
2020-01-27 15:39:36 +00:00 |
|
|
|
b4c86b4385
|
added lido ML/AI training course materials
|
2019-12-19 15:07:43 +00:00 |
|
