LinZhineng

2016_super_resolution

super resolution 2015ICCV Image Super-Resolution Using Deep Convolutional Networks

2S-TL

A two-stage transfer learning code in MATLAB

ActiveTransferLearning

Code for various active transfer learning projects.

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

AlphaGo

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

awesome-deep-vision

A curated list of deep learning resources for computer vision

BuildingMachineLearningSystemsWithPython

Source Code for the book Building Machine Learning Systems with Python

Net2Net

numpy implementation of net 2 net from the paper Net2Net: Accelerating Learning via Knowledge Transfer http://arxiv.org/abs/1511.05641

texture_nets

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

transfer-learning

LinZhineng/BuildingMachineLearningSystemsWithPython

Source Code for the book Building Machine Learning Systems with Python

LinZhineng/2S-TL

A two-stage transfer learning code in MATLAB

LinZhineng/ActiveTransferLearning

Code for various active transfer learning projects.

LinZhineng/adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

LinZhineng/atldgp

Asymmetric Transfer Learning with Deep Gaussian Processes

LinZhineng/caffe-facialkp

Facial keypoints extraction using Caffe

LinZhineng/caffe-utils

Utilities for preparing the data and automating procedures

LinZhineng/Coursera-Machine-Learning

source from exercises in Coursera.

LinZhineng/DeconvNet

DeconvNet : Learning Deconvolution Network for Semantic Segmentation

LinZhineng/DecoupledNet

DecoupledNet: Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation

LinZhineng/deep-landmark

Predict facial landmarks with Deep CNNs powered by Caffe.

LinZhineng/FaceDetection_CNN

Multi-view Face Detection Using Deep Convolutional Neural Networks

LinZhineng/facepp-python-sdk

LinZhineng/Homogeneous

Online Transfer Learning

LinZhineng/ImageSmoothing

A collection of image smoothing algorithms.

LinZhineng/landmark_py

Landmark with Regressition in Python （LBF(3000fps), ESR and SDM）

LinZhineng/MachineLearning-2

Basic MachineLearning algorithm

LinZhineng/machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

LinZhineng/milk

MILK: Machine Learning Toolkit

LinZhineng/ML_for_Hackers

Code accompanying the book "Machine Learning for Hackers"

LinZhineng/nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

LinZhineng/open-source-machine-learning-degree

Learn machine learning for free, because free is better than not-free.

LinZhineng/OSTL

Online Semi-supervised Learning + Online Heterogeneous Transfer Learning

LinZhineng/PRML

Pattern recognition and machine learning toolbox

LinZhineng/SelfSimSR

Exploiting Self-Similarities for Single Frame Super-Resolution (ACCV 2010)

LinZhineng/SentiAna

Python experiments for paper of sentiment analysis with transfer learning

LinZhineng/TL_DNN_DSN_MatlabToolbox

Used as transfer learning deep learning toolbox for matlab

LinZhineng/Transfer

Transfer Learning For Classification

LinZhineng/ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

LinZhineng/voc-dpm

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.