Colt Allen's Projects
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
Buy Till You Die and Customer Lifetime Value statistical models in Python.
MyNetDiary web scrapping to export to a CSV file all weights
POC for connecting to consumer peripherals like the amazfit bip / smart bottles
Jenkins in a Docker container, with Docker inside
case study involving pymc-marketing and causalpy
Reading comments, for consuming books or large articles in markdown with https://obsidian.md/.
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.
projected Stein variational gradient descent
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
PyTensor is a fork of Aesara -- a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"
Portfolio of Data Science Projects