Ecosyste.ms: Awesome

https://github.com/hosseinshn/gradnorm

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

multitask-learning

Last synced: 08 Nov 2024

https://github.com/hosseinshn/basic-multi-task-learning

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

multitask-learning pytorch tensorflow

Last synced: 08 Nov 2024

https://github.com/hosseinshn/moli

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

Last synced: 08 Nov 2024

https://github.com/hosseinshn/velodrome

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

bioinformatics domain-generalization drug-response-prediction out-of-distribution-generalization pharmacogenomics transferlearning

Last synced: 08 Nov 2024

https://github.com/hosseinshn/dgsml

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 from different input domains

Last synced: 08 Nov 2024

https://github.com/hosseinshn/aitl

A repository for Adversarial Inductive Transfer Learning with input and output space adaptation

Last synced: 08 Nov 2024

https://github.com/hosseinshn/deep-genomic-signature

This repository is created for some codes, files, and supplementary materials for Deep Genomic Signature for early metastasis prediction in prostate cancer.

Last synced: 08 Nov 2024