Machine Learning Demos

Alex Graves’s RNN handwriting generation demo:

• RNN based handwriting generation

University of Montreal, Lisa Lab, Neural Machine Translation demo:

• Neural Machine Translation Demo (English to French, English to German)

University of Toronto, Image to Textual description generation demo:

• Multimodal learning demo

Variational Autoencoder Demos:

• Durk Kingma’s MNIST demo
• Vincent Dumolin’s TFD demo

Stanford’s Sentiment Analysis Demo using Recursive Neural Networks:

• Recursive Neural networks Sentiment Analysis

M. Zeiler’s Imagenet Convolutional Neural Network Demo:

• Convnet Demo on Imagenet

Yann Dauphin’s Face Generation with DBN Demo:

• Face generation demo

• Shitu

From Geoffrey Hinton’s lab @ U. Toronto:

• Generating digits
• Generating faces
• Generating walks

From Yann LeCun’s lab @ NYU:

• LeNet5 handwriting recognition demos
• EBLearn / LeNet7 demo for object recognition (NORB)
• EBLearn / LeNet7 demo for handwritten digits recognition (MNIST)

University of Montreal:

• Showcasing a Stacked Denoising Auto-Encoder trained on stochastic transformations of NIST special database 19 (62 classes, upper, lower case characters and digits).