GitHub - ChangLiu-DrPatient/10707-pject: Code For 10707 course project

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
finetune.py		finetune.py
finetune_baseline.py		finetune_baseline.py
finetune_na.py		finetune_na.py
finetune_na_baseline.py		finetune_na_baseline.py
model.py		model.py
pretrain.py		pretrain.py
pretrain_baseline.py		pretrain_baseline.py
process_driams.py		process_driams.py
readme		readme
utils.py		utils.py

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The code for the 10707 course project.

pretraining data can be downloaded at https://datadryad.org/stash/dataset/doi:10.5061/dryad.bzkh1899q
finetuning data can be downloaded at https://drive.google.com/file/d/1Ui5u1FkL_YH9uPsMJ6I0YzdIif2WEpW1/view


process_driams.py > process pretraining data
model.py > defining models
utils.py > util functions
pretrain.py, pretrain_baseline.py > pretraining code
finetune.py finetune_baseline.py > finetuning models using the full data
finetune_na.py finetune_na_baseline.py > finetuning models using only data with KNOWN labels