71
GitHub - julienr/ipynb_playground: Various ipython notebooks
source link: https://github.com/julienr/ipynb_playground
Go to the source link to view the article. You can view the picture content, updated content and better typesetting reading experience. If the link is broken, please click the button below to view the snapshot at that time.
My ipython notebook playground
Best viewed on nbviewer.
Contents
-
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/perceptron_theano.ipynb : Perceptron but with Theano this time
-
keras (deep learning)
- keras/convmnist/keras_cnn_mnist.ipynb : Keras' CNN example on MNIST with weights and convolutions visualization
- keras/convmnist/keras_conv_autoencoder_mnist.ipynb : Convolutional autoencoder on MNIST
- keras/learning_cosine.ipynb: Learning a cosine with a simple NN using keras
-
strava API (GPS sport tracking service)
- strava/strava_get_activities.ipynb : Getting your activities from strava
- strava/analytics.ipynb : Loading them and doing some basics analytics
-
misc_ml (Some notes about machine learning)
- misc_ml/curse_dimensionality.ipynb : Plots about the curse of dimensionality
Recommend
About Joyk
Aggregate valuable and interesting links.
Joyk means Joy of geeK