Mark Althouse's starred repositories
ThinkBayes
Jupyter Notebooks derived from Allen Downey's book Think Bayes.
Python-for-Signal-Processing
Notebooks for "Python for Signal Processing" book
filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
ThinkComplexity2
Book and code for Think Complexity, 2nd edition
covid-19-apis
Postman COVID-19 API Resource Center—API collections to help in the COVID-19 fight.
tailwind-starter-kit
Tailwind Starter Kit a beautiful extension for TailwindCSS, Free and Open Source
covid19-dashboard
A site that displays up to date COVID-19 stats, powered by fastpages.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
einsteinpy
Repository for the EinsteinPy core package :rocket:
node-python
Starter code to use nodejs with a python layer as the backend
python-aos-lesson
Python for Atmosphere and Ocean Scientists
fempy-docs
Finite Element Method in PYthon - documentation
scipy-cookbook
Scipy Cookbook
material-components-web
Modular and customizable Material Design UI components for the web
awesome-design-systems
💅🏻 ⚒ A collection of awesome design systems