# ipynb_playground

**Repository Path**: mirrors_alvations/ipynb_playground

## Basic Information

- **Project Name**: ipynb_playground
- **Description**: Various ipython notebooks
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-09-24
- **Last Updated**: 2026-03-21

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## 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