Mia test

[2miatran]

MODIFIED PARTS:
Main.py

• Modify codes to take data with split options (split is True => split to train, test, valid, split is False => keep the file and sort)
• Add model prefix (the hospital name) and suffix (optional: user input) to output file
• Batch_size is used in EHRdataloader => need to give batch_size parameter to dataloader instead of ut.epochs_run()
• Results are different due to embedded => No modification. Laila's suggestion: change codes in EHRmb.py
• Eps (currently not required for current optimizer Adagrad but might need later for other optimzers)
• n_layer default to 1
• args = parser.parse_args([])

Utils:

• Remove batch_size in all functions
• Add prefix, suffix to the epochs_run function

Note: mia_test_1 is first created for testing purpose, please ignore this file.

[lrasmy]

T-lstm to be revised

[lrasmy]

T-lstm to be revised

enforcements not required but no harm

further code review and slimming required

[lrasmy]

now can be merged

[lrasmy]

Done