Chen YanhuiinTowards Data ScienceA Battle Against Amnesia: A Brief History and Introduction of Recurrent Neural NetworksWith a Simple Implementation of LSTM in PytorchMar 8, 2021Mar 8, 2021
Chen YanhuiinTowards Data ScienceFrom AlexNet to NASNet: A Brief History and Introduction of Convolutional Neural NetworksWith a Simple Implementation of ResNet in KerasFeb 26, 2021Feb 26, 2021
Chen YanhuiinTowards Data ScienceMicrokernel Architecture for Machine Learning LibraryAn Example of Microkernel Architecture with Python MetaclassFeb 10, 20211Feb 10, 20211
Chen YanhuiinTowards Data ScienceLarge Scale Distributed RandomForest with Kubernetes OperatorDistributed Training in Kubernetes Cluster with a Simple YAML FileJan 2, 20211Jan 2, 20211
Chen YanhuiinThe StartupTechnical Debts of Machine Learning SystemsCommon problems of machine learning system and sharing of personal experienceSep 28, 2020Sep 28, 2020
