Discover our collection of 4 research tools and applications for small molecules.
Found 4 of 4 tools
Software package for the analysis of genetic sequences using techniques in phylogenetics, molecular evolution, and machine learning.
Web application for convenient identification of evolutionary conserved protein coding regions.
AlphaFold is an AI system developed by Google DeepMind that predicts protein 3D structures from amino acid sequences, achieving accuracy comparable to experimental methods. It is accessible through the European Bioinformatics Institute (EBI) and a GitHub repository.
A deep learning genome-mining strategy for biosynthetic gene cluster prediction | BGC Detection and Classification Using Deep Learning | DeepBGC: Biosynthetic Gene Cluster detection and classification | DeepBGC detects BGCs in bacterial and fungal genomes using deep learning. DeepBGC employs a Bidirectional Long Short-Term Memory Recurrent Neural Network and a word2vec-like vector embedding of Pfam protein domains. Product class and activity of detected BGCs is predicted using a Random Forest classifier