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followers: 17.0 following: 0.0 repos: 16.0 gists: 0.0

Name: Colt Allen

Type: User

Company: Einstein Noah Restaurant Group

Bio: I'm a data scientist and machine learning engineer working for Einstein Noah Restaurant Group.

Location: Lakewood, CO

Blog: https://www.linkedin.com/company/einstein-noah-restaurant-group-inc/

Welcome to my data science project portfolio! These projects are an ongoing WIP and I'm interesting in collaborating with others on projects involving Bayesian inference in Python and Stan, so please keep checking back for updates and contact me if you're interested. You can also find me on .

Colt Allen's Projects

aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

btyd

Buy Till You Die and Customer Lifetime Value statistical models in Python.

codex_vitae_app

coltallen

data_mynetdiary

MyNetDiary web scrapping to export to a CSV file all weights

hidratespark-python

POC for connecting to consumer peripherals like the amazfit bip / smart bottles

jenkins-docker

Jenkins in a Docker container, with Docker inside

marketing-case-study

case study involving pymc-marketing and causalpy

obsidian-reading-comments

Reading comments, for consuming books or large articles in markdown with https://obsidian.md/.

pandoc-templates

An opinionated set of Pandoc templates and scripts for converting markdown to DOCX manuscripts that adhere to William Shunn's Proper Manuscript Format guidelines using Pandoc.

psvgd

projected Stein variational gradient descent

pymc-marketing

Bayesian MMMs in PyMC

pytensor

PyTensor is a fork of Aesara -- a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

stein-variational-gradient-descent

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

transformer-gan

water_treatment

Portfolio of Data Science Projects

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