1223 days ago
AutoGluon: AutoML for Text, Image, and Tabular Data
AutoGluon automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy machine learning and deep learning models on text, image, and tabular data.1212 days ago
967 days ago
A guide to machine learning for biologists
We aim to provide readers with a gentle introduction to a few key machine learning techniques, including the mos...points to consider when one is embarking on experiments involving machine learning. Some emerging directions in...961 days ago
A guide to machine learning for biologists
...as been an increase in the application of machine learning in biology to create useful...the underlying biological processes. All machine learning techniques fit models to data...oderate introduction to a few fundamental machine learning techniques, including the mos...857 days ago
791 days ago
Tiara: deep learning-based classification system for eukaryotic sequences
With a large number of metagenomic datasets becoming available, eukaryotic metagenomics emerged as a new challenge. The proper classification of eukaryotic nuclear and organellar genomes is an essential step toward a better understanding of eukaryotic diversity.780 days ago
Ten quick tips for deep learning in biology
By taking a comprehensive and careful approach to deep learning based on critical thinking about research questions, planning to maintain rigor, and discerning how work might have far-reaching con...769 days ago
CrowdGO: Machine learning and semantic similarity guided consensus Gene Ontology annotation
CrowdGO is a protein Gene Ontology predictor using a meta approach, analyzing the predictions of other tools in order to get an improved precision and recall. Please no...708 days ago
667 days ago