Chen YanhuiinTowards Data ScienceA Battle Against Amnesia: A Brief History and Introduction of Recurrent Neural NetworksWith a Simple Implementation of LSTM in Pytorch9 min read·Mar 8, 2021----
Chen YanhuiinTowards Data ScienceFrom AlexNet to NASNet: A Brief History and Introduction of Convolutional Neural NetworksWith a Simple Implementation of ResNet in Keras10 min read·Feb 26, 2021----
Chen YanhuiinTowards Data ScienceMicrokernel Architecture for Machine Learning LibraryAn Example of Microkernel Architecture with Python Metaclass4 min read·Feb 10, 2021--1--1
Chen YanhuiinTowards Data ScienceLarge Scale Distributed RandomForest with Kubernetes OperatorDistributed Training in Kubernetes Cluster with a Simple YAML File6 min read·Jan 2, 2021--1--1
Chen YanhuiinThe StartupTechnical Debts of Machine Learning SystemsCommon problems of machine learning system and sharing of personal experience7 min read·Sep 28, 2020----