├── README.md ├── ipynb ├── .gitignore ├── Intro to Python.ipynb ├── Intro to Scikit Data (skdata).ipynb ├── Links to Related Work.ipynb ├── Model - Autoencoders and Variations with PyAutodiff.ipynb ├── Model - Convnet with PyAutodiff.ipynb ├── Model - LIF Neurons with Theano.ipynb ├── Model - Linear SVM with PyAutodiff.ipynb ├── Model - Logistic Regression with Theano.ipynb ├── Model - Multilayer Perceptron with PyAutodiff.ipynb ├── Notation for Machine Learning.ipynb ├── Preprocessing - Image Whitening.ipynb ├── Theano Tutorial (Part 1 - Introduction).ipynb ├── Theano Tutorial (Part 2 - Simple Computation).ipynb ├── Theano Tutorial (Part 3 - Functions and Shared Variables).ipynb ├── Theano Tutorial (Part 4 - Random Variables).ipynb ├── images │ ├── 3wolfmoon.jpg │ ├── cnn_explained.png │ ├── conv_1D_nn.png │ ├── mlp.png │ ├── mylenet.png │ └── sparse_1D_nn.png └── util.py └── start_ipython_server.sh /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jaberg/IPythonTheanoTutorials/HEAD/README.md -------------------------------------------------------------------------------- /ipynb/.gitignore: -------------------------------------------------------------------------------- 1 | iterate.dat 2 | *.pyc 3 | -------------------------------------------------------------------------------- /ipynb/Intro to Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jaberg/IPythonTheanoTutorials/HEAD/ipynb/Intro to Python.ipynb -------------------------------------------------------------------------------- /ipynb/Intro to Scikit Data (skdata).ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jaberg/IPythonTheanoTutorials/HEAD/ipynb/Intro to Scikit Data (skdata).ipynb -------------------------------------------------------------------------------- /ipynb/Links to Related Work.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jaberg/IPythonTheanoTutorials/HEAD/ipynb/Links to Related Work.ipynb -------------------------------------------------------------------------------- /ipynb/Model - 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