NepTrain and NepTrainKit: Automated active learning and visualization toolkit for neuroevolution potentials
Chengbing Chen, Yutong Li, Rui Zhao, Zhoulin Liu, Zheyong Fan, Gang Tang, Zhiyong Wang
Topics & Concepts
Python (programming language)Computer scienceWorkflowBottleneckVisualizationGraphical user interfaceArtificial intelligenceMachine learningSoftwareInitializationProcess (computing)NeuroevolutionDeep learningData visualizationSoftware engineeringArtificial neural networkInterface (matter)User interfaceProgramming paradigmData structureExtensibilityRendering (computer graphics)Genetic programmingWorkspaceTraining setActive learning (machine learning)Bridging (networking)OutlierHyperparameterScripting languageMachine Learning in Materials Science