Name: Daniel Saunders
Type: User
Company: University of British Columbia
Bio: Philosophy graduate student and Google summer of code contributor with PyMC. I work on Bayesian statistics, agent-based models and cultural evolution.
Twitter: CarolBasknRobns
Location: Vancouver
Blog: https://danielsaundersphilosophy.wordpress.com/
Daniel Saunders's Projects
An agent-based model for exploring the evolution of gendered behaviour and social learning
an evolutionary game theory model that explores ethnicity-biased social learning
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
hierarchical bayesian models for reanalyzing trends in philosophy of science papers
Course Content for PSCI 3300 Political Science Research Methods, Spring 2023
Source code for the posts on https://daniel-saunders-phil.github.io/imagination_machine/
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
Website: Data Umbrella & PyMC open source sessions
Examples of PyMC models, including a library of Jupyter notebooks.
PyMC educational resources
DH Computational Text Analysis Workshop Materials