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deepnumbers's Introduction

deepnumbers

A set of educational deep learning demos applied to the MNIST dataset

Slides

You can find a presentation about this work at:
https://www.slideshare.net/natalinobusa/7-steps-for-highly-effective-deep-neural-networks

Hires pdf available here: https://drive.google.com/file/d/0BwNrPuGaMi8PbVhUYUVKWUhGRjQ

cover

Brighttalk

I do have a webinar on this one, thanks to the folks at Brighttalk.
Check https://www.brighttalk.com/webcast/8251/252545

Youtube

I thinking of taking screen captures of this project and posting it on youtube. So far my attempts have not been super successful (kudos to those pro youtubers out there - it's definitely not as easy as it looks).

Regression

SLP

slp mnist ann biology

MLP

supervised ann

Convolutional

conv elements convnet

Batch Normalization

batch normalization

Inception

inception

Residual

residual networks

LSTM on images

lstm on images

deepnumbers's People

Contributors

natbusa avatar

Watchers

James Cloos avatar Michel SEBAG avatar avatar

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