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Multi-Omics

Getting started with ML4Bio
·178 words
Brief Guide Basic Machine Learning Deep Learning Omics Multi-Omics Python Conda Mamba PyTorch R
A brief guide to getting started with machine learning for biology.
Dual-Extraction Modeling: A multimodal deep learning architecture for phenotypic prediction and functional gene mining of complex traits
·222 words
Machine Learning Deep Learning Multi-Omics Gene Mining Complex Traits Phenotypic Prediction Python Julia R Rust PyTorch
Yanlin Ren†, Chenhua Wu†, He Zhou†, Xiaona Hu*, Zhenyan Miao*. Plant Communications.