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Chuanzhi Dong, Ph.D.'s Projects

data-science-cheatsheet icon data-science-cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

databook_matlab icon databook_matlab

Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton http://www.databookuw.com/

deep-learning icon deep-learning

:computer:深度学习实战:手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deep-learning-interview-book icon deep-learning-interview-book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep_motion_mag icon deep_motion_mag

Tensorflow implementation of Learning-based Video Motion Magnification

deeplearning.ai icon deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

diamond icon diamond

DIAMOND is a MATLAB toolbox for modal analysis and damage identification developed by NASA

dice icon dice

Digital Image Correlation Engine (DICe): a stereo DIC application that runs on a desktop or high performance computing platform (massively parallel)

drowning-detector icon drowning-detector

Using YOLO object detection, this program will detect if a person is drowning. This project is still a work in progress, so it can only be implemented with a computer's webcam, and doesn't work completely yet.

easyvvuq icon easyvvuq

Python 3 library to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.

emgucv4.x icon emgucv4.x

This repository contains the code descibed in my YouTube channel. You can freely use the code and share it as per your needs.

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