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Tian Sheuan Chang's Projects

convnetjs icon convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

deep-learning-book icon deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

deepdrive icon deepdrive

Run a self-driving car simulator from the comfort of your own PC

deepdriving icon deepdriving

Driving in TORCS using Caffe following Direct Perception approach

deepforge icon deepforge

A development environment for deep learning

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.

deeptraffic icon deeptraffic

This is my Solution to the Deep Traffic Competition Conducted by MIT. There are multiple networks attempted and they all can be found under the Development Folder. The final version with highest score can be found under master with the description of the network

dni-tensorflow icon dni-tensorflow

DNI(Decoupled Neural Interfaces using Synthetic Gradients) implementation with Tensorflow

ecd icon ecd

Event-Driven CD in Spiking Neural Networks

edlut icon edlut

Automatically exported from code.google.com/p/edlut

emokit icon emokit

Open source driver for accessing raw data from the Emotiv EPOC EEG headset

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastc icon fastc

A fast texture compressor for various formats

fooling icon fooling

Code base for "Deep Neural Networks are Easily Fooled" paper

gait-cycle-classifier icon gait-cycle-classifier

A real-time algorithm which identifies all 6 phases of the gait cycle using accelerometer and gyroscope data

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