Multi View Contrastive learning#1093

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coderookie1994 wants to merge 30 commits intosunlabuiuc:masterfrom

coderookie1994:contrastive_learning

Commits on Apr 5, 2026

added mvcl_training_sleepedf_task
heyan3
committed

Commits on Apr 6, 2026

task outputs xt,dx,xf
heyan3
committed

Commits on Apr 9, 2026

Commits on Apr 18, 2026

Merge branch 'master' of github.com:coderookie1994/PyHealth into contrastive_learning
coderookie1994
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Init commit for the model implementation
coderookie1994
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added function to load external data in task and update finetune model

heyan3
authored and
coderookie1994
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Encoder encodes xt, xd, xf and doesn't augment z_k
coderookie1994
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added symmetry selfloss;updated the finetuning classifier

heyan3
authored and
coderookie1994
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fixed and improved task to match papers

heyan3
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coderookie1994
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improved augmentation method, noise + frequency

heyan3
authored and
coderookie1994
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Added type hints and fixed the return type for the 'forward' method
coderookie1994
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Merge pull request #5 from coderookie1994/wip/mvcl_model_impl
coderookie1994
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Fixed data loss bug and updated the loss function.
coderookie1994
committed

Commits on Apr 19, 2026

1. H dimentsion/permute fix(critial); 2. add positional encoding; 3. amend pooling to include residuals; 4. add MHA to finetune
heyan3
committed

Commits on Apr 21, 2026

Commits on May 6, 2026

fixed feedbacks on gradescope
heyan3
committed

Commits on May 7, 2026

Merge pull request #10 from coderookie1994/cl_feedback_fixes
coderookie1994
authored