Name: Yafei Wang
Type: User
Company: Indiana University Bloomington
Bio: PhD in Intelligent System Engineering, minor in Computer Science@ Indiana University Bloomington. Studying computational biology, mathematical modeling
Twitter: YafeiWangIUB
Location: Bloomington, IN, US
Blog: https://www.linkedin.com/in/yafei-wang-0a72b3aa/
Yafei Wang's Projects
An optimizer that trains as fast as Adam and as good as SGD.
AMIGOS project - hypoxia models (beware of leopards!)
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
Biologically-informed neural networks
Comprehensive uncertainty quantification framework for system biology
Bayesian MCMC matrix factorization algorithm
A MATLAB tool to quantify colony sizes in vitro and in vivo.
Example Matlab code for fitting basic tumour immune model (from CRM Workshop on Computational Modelling of Cancer Biology and Treatments)
tissue-scale COVID19 model
:books: C++ and Python solutions with automated tests for Cracking the Coding Interview 6th Edition.
Assignment solutions for the CS231n course taught by Stanford on visual recognition. Spring 2017 solutions are for both deep learning frameworks: TensorFlow and PyTorch.
E599 high performance big data
Greek symbols plugin for IntelliJ IDEA
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
immune system ABM and ODE
Indiana University PhD Dissertation Latex Template
LeetCode Problems' Solutions
Internal development version for liver modeling project
nanoHUB GUI-liver tissue mechanobiology
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Jupyter notebook of my autoencoder presentation
Morphological snakes for image segmentation and tracking
Multiscale model of mRNA vaccine-loaded lipid nanoparticles for cancer immunotherapy
nanoHUB code for mRNA vaccine project