Pinned Repositories
Bayes
Inverse problem bayesian method project
caffe
Caffe: a fast open framework for deep learning.
CatorDogMachineLearningImageClassifierProject
Created and analyzed a machine learning project for determining if an image is a picture of a dog or of a cat. 1,170 images from the Kaggle data set were used for feature selection performed by a pre-trained Convolutional Neural Network to create a Cosine K-Nearest Neighbor classifier and a Cubic Support Vector Machine classifier. 25,000 images were then used for a second feature selection to create another Cubic Support Vector Machine since it was the better performing classifier. The entire machine learning workflow was performed including partitioning the data, feature selection, classifier selection, training, cross-validation and testing. The MATLAB Classification Learner App was used to help create the classifiers. This project was performed by two partners and myself for my Introduction to Artificial Intelligence elective course (CAP4630).
ConvolutionalNeuralNetwork
Convolutional Neural Networks for Object Classification done as a course project for CS663 Digital Image Processing
Deep-ADMM-Net
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Deep-Learning-TensorFlow
Ready to use implementations of various Deep Learning algorithms using TensorFlow.
DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
Distributed-Compressive-Sensing-A-Deep-Learning-Approach
Distributed Compressive Sensing: A Deep Learning Approach
frontend-hard-mode-interview
《前端内参》帮助前端工程师们夯实技术以通过一线互联网企业技术面试。日拱一卒，一年下来你会惊叹自己的进步。
yichaogan's Repositories
yichaogan/Bayes
Inverse problem bayesian method project
yichaogan/caffe
Caffe: a fast open framework for deep learning.
yichaogan/CatorDogMachineLearningImageClassifierProject
Created and analyzed a machine learning project for determining if an image is a picture of a dog or of a cat. 1,170 images from the Kaggle data set were used for feature selection performed by a pre-trained Convolutional Neural Network to create a Cosine K-Nearest Neighbor classifier and a Cubic Support Vector Machine classifier. 25,000 images were then used for a second feature selection to create another Cubic Support Vector Machine since it was the better performing classifier. The entire machine learning workflow was performed including partitioning the data, feature selection, classifier selection, training, cross-validation and testing. The MATLAB Classification Learner App was used to help create the classifiers. This project was performed by two partners and myself for my Introduction to Artificial Intelligence elective course (CAP4630).
yichaogan/ConvolutionalNeuralNetwork
Convolutional Neural Networks for Object Classification done as a course project for CS663 Digital Image Processing
yichaogan/Deep-ADMM-Net
yichaogan/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
yichaogan/Deep-Learning-TensorFlow
Ready to use implementations of various Deep Learning algorithms using TensorFlow.
yichaogan/DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
yichaogan/Distributed-Compressive-Sensing-A-Deep-Learning-Approach
Distributed Compressive Sensing: A Deep Learning Approach
yichaogan/frontend-hard-mode-interview
《前端内参》帮助前端工程师们夯实技术以通过一线互联网企业技术面试。日拱一卒，一年下来你会惊叹自己的进步。
yichaogan/gpstuff
GPstuff - Gaussian process models for Bayesian analysis
yichaogan/javascript
JavaScript Style Guide
yichaogan/learn
yichaogan/learning
yichaogan/LPR
yichaogan/MATLAB_SAR
A basic MATLAB library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.
yichaogan/MatlabDBN
Dynamic Bayesian Network
yichaogan/NPBayesHMM
Nonparametric Bayesian Inference for Sequential Data. Includes state-of-the-art MCMC inference for Beta process Hidden Markov Models (BP-HMM). Implemented in Matlab.
yichaogan/rnnlib
RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/
yichaogan/Web
前端入门到进阶，超详细的Web前端学习图文教程。从零开始学前端，做一名精致优雅的前端工程师。每日更新...