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arviz

Exploratory analysis of Bayesian models with Python

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

covid-19

Visualizations of COVID-19 data.

dev-env

Configuration snippets for development environments

dotfiles

:wrench: .files, including ~/.macos — sensible hacker defaults for macOS

flex

The minimalist Pelican theme.

ipywidgets

IPython widgets for the Jupyter Notebook

jedludlow.github.io

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

live_reveal

RJSE/RISE: "LIVE" Reveal - Jupyter/IPython Slideshow Extension

nbdime

Tools for diffing and merging of Jupyter notebooks.

norm-tol-int

Exact algorithm for computing two-sided statistical tolerance intervals under a normal distribution assumption using Python.

pelican

Static site generator that supports Markdown and reST syntax. Powered by Python.

prediction-demystified

Presentation slides on machine learning

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 ;)

pure-single

Single blogging theme for Pelican blogs

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

scikit-learn

scikit-learn: machine learning in Python

scipy-2013-tutorial

SymPy tutorial for SciPy 2013

sp-for-ds

Signal processing for data scientists

tensorflow

Computation using data flow graphs for scalable machine learning

thinkbayes

Code repository for Think Bayes.

tolerance_interval_py

A small Python library for one-sided tolerance bounds and two-sided tolerance intervals.

tufte-latex

A Tufte-inspired LaTeX class for producing handouts, papers, and books

udc-2014

Utah Data Competition 2014

utah-code-camp-2015