https://github.com/julienr/ipynb_playground
Various ipython notebooks
https://github.com/julienr/ipynb_playground
bitcoin blockchain perceptron python
Last synced: about 1 year ago
JSON representation
Various ipython notebooks
- Host: GitHub
- URL: https://github.com/julienr/ipynb_playground
- Owner: julienr
- Created: 2015-03-30T16:30:59.000Z (about 11 years ago)
- Default Branch: master
- Last Pushed: 2018-01-27T18:42:04.000Z (over 8 years ago)
- Last Synced: 2025-04-08T16:06:18.067Z (about 1 year ago)
- Topics: bitcoin, blockchain, perceptron, python
- Language: Jupyter Notebook
- Size: 5.31 MB
- Stars: 1,545
- Watchers: 44
- Forks: 273
- Open Issues: 1
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
My ipython notebook playground
==============================
Best viewed on [nbviewer](http://nbviewer.ipython.org/github/julienr/ipynb_playground/).
Contents
--------
- dumbcoin
- [bitcoin/dumbcoin/dumbcoin.ipynb](bitcoin/dumbcoin/dumbcoin.ipynb) : A bitcoin-like educational blockchain implementation.
- perceptron
- [perceptron/perceptron.ipynb](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/perceptron_theano.ipynb) : Perceptron but with Theano this time
- keras (deep learning)
- [keras/convmnist/keras_cnn_mnist.ipynb](keras/convmnist/keras_cnn_mnist.ipynb) : Keras' CNN example on MNIST with weights and convolutions visualization
- [keras/convmnist/keras_conv_autoencoder_mnist.ipynb](keras/convmnist/keras_conv_autoencoder_mnist.ipynb) : Convolutional autoencoder on MNIST
- [keras/learning_cosine.ipynb](keras/learning_cosine.ipynb): Learning a cosine with a simple NN using keras
- strava API (GPS sport tracking service)
- [strava/strava_get_activities.ipynb](strava/strava_get_activities.ipynb) : Getting your activities from strava
- [strava/analytics.ipynb](strava/analytics.ipynb) : Loading them and doing some basics analytics
- misc_ml (Some notes about machine learning)
- [misc_ml/curse_dimensionality.ipynb](misc_ml/curse_dimensionality.ipynb) : Plots about the curse of dimensionality