julienr/ipynb_playground resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1551 stars · 267 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of educational Jupyter notebooks covering topics like a bitcoin-like blockchain implementation, perceptrons, Keras deep learning examples on MNIST, and Strava API analytics. It serves as a personal playground for learning and demonstrating machine learning and blockchain concepts in Python.

Use cases

• learn how a bitcoin-like blockchain works with a simple python implementation
• understand how a single-unit perceptron trains with visualizations
• see a CNN example on MNIST with convolution weight visualizations
• learn convolutional autoencoders on MNIST with keras
• fetch and analyze my strava activities with python
• explore plots illustrating the curse of dimensionality

When to choose

• you want runnable, notebook-based tutorials for ML and blockchain basics
• you learn best from interactive ipython notebooks with visualizations
• you want a minimal educational blockchain implementation to read and modify

When to avoid

• you need production-ready or maintained software with a license
• you need up-to-date deep learning code (uses Theano and old Keras)
• you need a structured course or comprehensive curriculum rather than scattered notebooks

Facets

learning-resource · maturity maintenance

machine-learning deep-learning data-science data-visualization blockchain machine-learning deep-learning blockchain education tutorials python jupyter-notebooks perceptron keras theano mnist educational strava-api notebook-playground cryptocurrency

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markdown · JSON · MCP: product_card(name="julienr/ipynb_playground")