1221 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.1210 days ago
965 days ago
A guide to machine learning for biologists
...aim to provide readers with a gentle introduction to a few key machine learning techniques, including the mos...nts to consider when one is embarking on experiments involving machine learning. Some emerging directions in...959 days ago
A guide to machine learning for biologists
...een an increase in the application of machine learning in biology to create useful a...underlying biological processes. All machine learning techniques fit models to data...ate introduction to a few fundamental machine learning techniques, including the mos...856 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.779 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-...768 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...707 days ago
415 days ago
bacLIFE: an automated genome mining tool for identification of lifestyle associated genes
...modules: Clustering module Predicts, clusters and annotates the genes of every input genome Lifestyle prediction Employs a machine learning model to forecast bacterial l...47 days ago