AustinRochford
Chief Technology Officer @ Monetate, recovering mathematician, enthusiastic Bayesian
MonetatePhiladelphia, Pa
Pinned Repositories
arviz
Exploratory analysis of Bayesian models with Python
99-problems-clojure
99 Lisp Problems Solved in Clojure
blog
My personal blog, generated using Hakyll
hmm
Hidden Markov Models in various languages
notebooks
My Jupyter notebook server
PyCEbox
⬛ Python Individual Conditional Expectation Plot Toolbox
Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
webmc3
A web interface for exploring PyMC3 traces
pymc
Bayesian Modeling and Probabilistic Programming in Python
AustinRochford's Repositories
AustinRochford/PyCEbox
⬛ Python Individual Conditional Expectation Plot Toolbox
AustinRochford/webmc3
A web interface for exploring PyMC3 traces
AustinRochford/notebooks
My Jupyter notebook server
AustinRochford/hmm
Hidden Markov Models in various languages
AustinRochford/Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
AustinRochford/99-problems-clojure
99 Lisp Problems Solved in Clojure
AustinRochford/blog
My personal blog, generated using Hakyll
AustinRochford/blog-content
Content for my blog, austinrochford.com
AustinRochford/s3img-ipython-magic
An IPython magic that displays images stored in Amazon S3
AustinRochford/giphy-ipython-magic
An IPython magic that displays random GIFs from giphy.com
AustinRochford/quickcheck-laws
Using QuickCheck to verify Haskell Typeclass Laws
AustinRochford/emoji-ipython-magic
An IPython magic for rendering emoji
AustinRochford/resources
PyMC3 educational resources
AustinRochford/blog-nikola
My nikola-based blog (https://austinrochford.com)
AustinRochford/pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
AustinRochford/s3nb
S3-backed notebook manager for IPython 2.x
AustinRochford/Adv360-Pro-ZMK
Production repository for the all-new Advantage360 Professional using ZMK engine
AustinRochford/arviz
Python package to plot and analyse samples from probabilistic models
AustinRochford/dotfiles
Configuration files
AustinRochford/GPy
Gaussian processes framework in python
AustinRochford/Haskell-MVC-Library
Model-view-controller
AustinRochford/hypothesis-python
Advanced property-based (QuickCheck-like) testing for Python
AustinRochford/lifetimes
Lifetime value in Python
AustinRochford/monty-hall
An implementation of the Monty Hall problem using Haskell's monadic probability library
AustinRochford/purely-functional-data-structures
Working through the exercises of Okasaki's _Purely Functional Data Structures_
AustinRochford/pyGPs
pyGPs is a library containing an object-oriented python implementation for Gaussian Process (GP) regression and classification.
AustinRochford/pyLDAvis
Python library for interactive topic model visualization. Port of the R LDAvis package.
AustinRochford/spotlight
Deep recommender models using PyTorch.
AustinRochford/Theano
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
AustinRochford/weighted
Weighted operations for Pandas DataFrames ⚖️