My ipython notebook playground ==============================

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Contents

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• dumbcoin

- bitcoin/dumbcoin/dumbcoin.ipynb : A bitcoin-like educational blockchain implementation.

• perceptron

- perceptron/perceptron.ipynb : A single unit perceptron implementation in python, with a nice video of the training if you run the notebook locally. - perceptron/perceptrontheano.ipynb : Perceptron but with Theano this time

• keras (deep learning)

- keras/convmnist/kerascnnmnist.ipynb : Keras' CNN example on MNIST with weights and convolutions visualization - keras/convmnist/kerasconvautoencodermnist.ipynb : Convolutional autoencoder on MNIST - keras/learningcosine.ipynb: Learning a cosine with a simple NN using keras

• strava API (GPS sport tracking service)

- strava/stravagetactivities.ipynb : Getting your activities from strava - strava/analytics.ipynb : Loading them and doing some basics analytics

• misc_ml (Some notes about machine learning)

- miscml/cursedimensionality.ipynb : Plots about the curse of dimensionality