Python
Advanced practice
·216 words
Guide
Advanced
Omics
Parallel
High Performance
Machine Learning
Deep Learning
IO
Python
PyTorch
Rust
Julia
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
PyTorch
Yanlin Ren†, Chenhua Wu†, He Zhou†, Xiaona Hu*, Zhenyan Miao*. Plant Communications.
Getting started with ML4Bio
·137 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.