jakezhaojb/DSGA-1008-Spring2017-A1

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jakezhaojb/DSGA-1008-Spring2017-A1

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Assignment 1 for NYU 2017 sprint class Deep Learning.

ARAE

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

Deep-Music-Autoencoder

The repo involves a Deep Learning method, Stacked Denoising Autoencoder. The repo exploits "paracel", which is a new parallel computing framework

FacialExpression

This project focuses mainly on facial expression recognition, which has been widely used in varies of fields.

Backpropagation-C

Available when training a Neural Network, or an Autoencoder.

LFW_API

For better using Labeled Faces in the Wild Benchmark, I provide the code of three versions, namely C++, python and Octave.

Online-RF-HeadPoseEstimate-cpp

This package aims at building up an Online Random Forest to train and test (can be simultaneous) a Head Pose Estimation model.

FaceDetect-Skin-YCbCr-cpp

This package implements a fast and robust Face Detection machine by C++, using the tricks of extracting skin info and transforming to YCbCr space.

FrontalFaces

This repo aims at finding the frontal faces in real time videos.

CPBD-sharpness

The code is used to evaluate the shapeness of images.

adaboost-py

A python project implementing the famous adaboost.

HSC-Classify-Pedestrian

This package implements a framework of Histograms of Sparse Coding, which validates a Pedestrian Classifier (by their different postures and directions). And a K-SVD Dictionary Learning algorithm is contributed for the training phase.

Delta-T-Prophet

Recommendation system for what universities you would apply.

PCA-High-Dim-Cpp

Principle Component Analysis designed specifically for High Dimensional cases.

StarAE

Advocated by Open-Source spirit and hot trend of Deep Learning, all kinds of Auto-encoder would be implemented in this repo.

toy-cnn

Toy Convolutional Neural Nets implementation by different languages.

dotfiles

.files .vim .bashrc .zshrc .tmux-tony

DSGA-1008-Spring2017-A2

DSGA-1008-Spring2017-A2

vim-torch-snipmate

torch snipmate for Vim

jz

Extra library developed for Neural Net building, based on Torch.

live_or_studio

Music Classification: Live or Studio version???

LDA-Cpp

This package implements Linear Discriminative Analysis (LDA), in C++ and with the assistance of LAPACK.

LASSO-Solver-OMP-Cpp

This package implements Orthonogal Matching Pursuit algorithm (OMP) approach as a famous LASSO solver, and this program is written in C++ assisted by LAPACK.

remeex

Machine Learning Final project

ds-ga-1008-a2

NYU course 2016 Spring 2016 Assignment 2

whatwhere

Stacked What-Where Auto-encoders

ConvAE

Convolutional Autoencoder

DSGA-1008-DeepLearning

This is the repository for assignment submission of Deep Learning course offered at NYU in Spring 2016.

Hello-NYC

Small program wrote on the day I first arriving at US.