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ColtAllen/README.md

Welcome to my data science project portfolio! I'm one of the lead developers for the pymc-marketing library for marketing analytics, so please contact me if you're interested in contributing. You can also find me on LinkedIn.

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  1. marketing-case-study Public

    case study involving pymc-marketing and causalpy

    Jupyter Notebook 7

  2. pymc-marketing Public

    Forked from pymc-labs/pymc-marketing

    Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

    Python

  3. water_treatment Public

    Portfolio of Data Science Projects

    Jupyter Notebook 1

  4. vacation-rentals Public

    An end-to-end data science workflow leveraging reinforcement learning for vacation rental search queries.

    Python

120 contributions in the last year

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Contribution activity

November 2025

Created 2 repositories

Created a pull request in pymc-labs/pymc-marketing that received 8 comments

Add covariate support to ShiftedBetaGeoModel

Description This PR adds covariate support to the new sBG model, enabling customer-level heterogeneity within cohorts. Tutorial notebook is still i…

+2,089 −2,638 lines changed 8 comments
Reviewed 1 pull request in 1 repository
pymc-labs/pymc-marketing 1 pull request
Opened 1 issue in 1 repository
pymc-labs/pymc-marketing 1 open
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