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
Last synced: 8 months ago
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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 (almost 11 years ago)
- Default Branch: master
- Last Pushed: 2015-12-07T02:08:37.000Z (over 9 years ago)
- Last Synced: 2024-11-19T22:24:55.996Z (8 months ago)
- Language: Python
- Size: 243 KB
- Stars: 1,271
- Watchers: 100
- Forks: 439
- Open Issues: 13
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
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`