Notebooks
A game theoretic approach to explain the output of any machine learning model.
Python supercharged for the fastai library
An Open Platform for Activity-Based Travel Modeling
PyHEP Numba tutorial on February 3, 2021
Documentation and samples for ArcGIS API for Python
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
Digital Signal Processing - Theory and Computational Examples
IPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big …
Voilà turns Jupyter notebooks into standalone web applications
Interactive Widgets for the Jupyter Notebook
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
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 ;)
Intake is a lightweight package for finding, investigating, loading and disseminating data.
With Holoviews, your data visualizes itself.
Simple, concise geographical visualization in Python
Interactive Data Visualization in the browser, from Python
Quickly and accurately render even the largest data.
Immutable and statically-typeable DataFrames with runtime type and data validation