hosseinshn

GradNorm

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

Basic-Multi-task-Learning

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

MOLI

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

Velodrome

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

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

AITL

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

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.

PGx_Guidelines

circminer

A sensitive and fast tool for circular RNA detection from RNA-Seq data

hosseinshn.github.io

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