https://github.com/Newmu/Theano-Tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.
https://github.com/Newmu/Theano-Tutorials

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Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

• Host: GitHub
• URL: https://github.com/Newmu/Theano-Tutorials
• Owner: Newmu
• License: mit
• Created: 2014-09-24T01:47:29.000Z (about 10 years ago)
• Default Branch: master
• Last Pushed: 2015-12-07T02:08:37.000Z (almost 9 years ago)
• Last Synced: 2024-07-19T03:06:58.265Z (4 months ago)
• Language: Python
• Size: 243 KB
• Stars: 1,264
• Watchers: 100
• Forks: 440
• Open Issues: 13
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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Theano-Tutorials

================

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

***Dataset***

It's worth noting that this library assumes that the reader has access to the mnist dataset. This dataset is freely available and is accessible through Yann LeCun's [personal website](http://yann.lecun.com/exdb/mnist/).

If you want to automate the download of the dataset, there is an included file that will do this for you. Simply run the following:

`sudo ./download_mnist.sh`

***Known Issues***

`Library not loaded: /usr/local/opt/openssl/lib/libssl.1.0.0.dylib`

This results from a broken openssl installation on mac. It can be fixed by uninstalling and reinstalling openssl:

`sudo brew remove openssl`

`brew install openssl`