daniel-saunders-phil
Philosophy graduate student and Google summer of code contributor with PyMC. I work on Bayesian statistics, agent-based models and cultural evolution.
University of British ColumbiaVancouver
Pinned Repositories
bargaining
cogs-303
dancing-game
An agent-based model for exploring the evolution of gendered behaviour and social learning
dowry-game
an evolutionary game theory model that explores ethnicity-biased social learning
gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
GSoC
hbms-for-philosophy-of-science
hierarchical bayesian models for reanalyzing trends in philosophy of science papers
how-to-install-R
Course Content for PSCI 3300 Political Science Research Methods, Spring 2023
imagination_machine
imagination_machine_code
Source code for the posts on https://daniel-saunders-phil.github.io/imagination_machine/
daniel-saunders-phil's Repositories
daniel-saunders-phil/dowry-game
an evolutionary game theory model that explores ethnicity-biased social learning
daniel-saunders-phil/bargaining
daniel-saunders-phil/cogs-303
daniel-saunders-phil/dancing-game
An agent-based model for exploring the evolution of gendered behaviour and social learning
daniel-saunders-phil/gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
daniel-saunders-phil/GSoC
daniel-saunders-phil/hbms-for-philosophy-of-science
hierarchical bayesian models for reanalyzing trends in philosophy of science papers
daniel-saunders-phil/how-to-install-R
Course Content for PSCI 3300 Political Science Research Methods, Spring 2023
daniel-saunders-phil/imagination_machine
daniel-saunders-phil/imagination_machine_code
Source code for the posts on https://daniel-saunders-phil.github.io/imagination_machine/
daniel-saunders-phil/pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
daniel-saunders-phil/pymc-data-umbrella
Website: Data Umbrella & PyMC open source sessions
daniel-saunders-phil/pymc-examples
Examples of PyMC models, including a library of Jupyter notebooks.
daniel-saunders-phil/pymc-resources
PyMC educational resources
daniel-saunders-phil/text-analysis-2016
DH Computational Text Analysis Workshop Materials