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1. GradNorm GradNorm Public

   This in my Demo of Chen et al. "GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks" ICML 2018

   Jupyter Notebook 174 36

2. Basic-Multi-task-Learning Basic-Multi-task-Learning Public

   This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow

   Jupyter Notebook 136 33

3. MOLI MOLI Public

   MOLI: Multi-Omics Late Integration with deep neural networks for drug response prediction

   Jupyter Notebook 54 26

4. bhklab/PGx_Guidelines bhklab/PGx_Guidelines Public

   Jupyter Notebook 10 4

5. Velodrome Velodrome Public

   Velodrome combines semi-supervised learning and out-of-distribution generalization (domain generalization) for drug response prediction and pharmacogenomics

   Python 17 2

6. DGSML DGSML Public

   DGSML is the first method of semi-supervised meta learning that employs two novel loss functions to learn a predictive domain-invariant representation by taking both labeled and unlabeled samples f…

   Python 9 1