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Deep Learning

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.
Advanced practice
·173 words
Guide Advanced Omics Parallel High Performance Machine Learning Deep Learning IO Python PyTorch Rust
Advanced practice aimed at high performance.
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.