Learning protein fitness landscapes with deep mutational scanning data from multiple sources
Lin Chen, Zehong Zhang, Zhenghao Li, Rui Li, Ruifeng Huo, Lifan Chen, Dingyan Wang, Xiaomin Luo, Kaixian Chen, Cangsong Liao, Mingyue Zheng
Topics & Concepts
Fitness landscapeExtrapolationComputer scienceMachine learningArtificial intelligenceFitness functionRandom forestFunction (biology)BiologyGeneticsMathematicsGenetic algorithmSociologyDemographyMathematical analysisPopulationEvolution and Genetic DynamicsGenomics and Phylogenetic StudiesCRISPR and Genetic Engineering