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11 stars written in Jupyter Notebook
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aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Jupyter Notebook 28,472 7,947 Updated Jun 25, 2024

Python-based tools for document analysis and OCR

Jupyter Notebook 3,469 596 Updated May 22, 2021

Notebooks for "Python for Signal Processing" book

Jupyter Notebook 1,729 642 Updated Jul 29, 2020

Tutorial on scikit-learn and IPython for parallel machine learning

Jupyter Notebook 1,599 591 Updated Oct 4, 2016

Data Hacking Project

Jupyter Notebook 784 301 Updated Mar 5, 2019

Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.

Jupyter Notebook 275 117 Updated Jul 31, 2016

Repository containing files for my PyCon 2014 scikit-learn tutorial.

Jupyter Notebook 225 236 Updated Apr 15, 2016

Files for my scikit-learn tutorial at PyCon 2013

Jupyter Notebook 168 98 Updated May 26, 2016

FFT Examples in Python

Jupyter Notebook 137 62 Updated Jan 9, 2023
Jupyter Notebook 39 10 Updated Nov 16, 2017

iPython Notebooks I share with the world

Jupyter Notebook 10 3 Updated Sep 15, 2016