Repository Index

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

• reinforcement-learning
• book
• courses
• tutorials

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

Matlab code of machine learning algorithms in book PRML

• matlab
• machine-learning
• prml
• algorithms

TranslatedMathematical modeling, MCM/ICM (American Undergraduate Mathematical Contest in Modeling), CUMCM (China Undergraduate Mathematical Contest in Modeling), Huawei Cup Graduate Mathematical Modeling, CUMCM LaTeX template, MCM/ICM LaTeX template, mathorcup, Electrician Cup (电工杯), Central China Competition (华中赛), APMCM, Shenzhen Cup (深圳杯), Zhongqing Cup (中青杯), East China Cup (华东杯), Shuwei Cup (数维杯), Northeast Three Provinces Mathematical Modeling (东三省数学建模), Certification Cup (认证杯), mathematical modeling books, commonly used MATLAB algorithms, CUMCM judging key points, summary of software, models and algorithms, intelligent algorithms, optimization algorithms, modern algorithms

• mathmodel
• latex
• latex-template
• cumcm

:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

• computervision
• deeplearning
• 3d
• reconstruction

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.

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

Faster R-CNN

Transport coordinate between earth(WGS-84) and mars in china(GCJ-02).

【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）

• matlab
• mathematics
• algrithm

R-CNN: Regions with Convolutional Neural Network Features

2004-2020美赛O奖论文

Evolutionary multi-objective optimization platform

• evolutionary-algorithms
• multi-objective-optimization
• matlab

OpenTLD is an open source library for real-time 2D tracking of a single object in video. This repository is no longer under development. For latest version see: http://www.tldvision.com/tld2.html

Matlab Coding homework for Machine Learning

Class Activation Mapping

This is a resouce list for low light image enhancement

• low-light
• image-enhancement
• low-light-image-enhancement
• computer-vision

This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX.

• matlab
• tikz
• pgfplots
• octave

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

• image-denoising
• residual-learning
• super-resolution
• jpeg-deblocking

Structured Edge Detection Toolbox

Chebfun: numerical computing with functions.

Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website.