Matthew Vowels's repositories
causalPipeline
A collection of causal resources for psychologists and social scientists
CUSOCausality
16 hour course on causality and machine learning
DAG_Sampler
Samples DAGs, converts them to 'canonical form', and checks for other isomorphic samples
TherapyApp
Simple streamlit therapy app with langchain
TVAE_release
TVAE release version
emotvrater
Real-time emotion rating with video
semiparametrics_and_NNs_release
Release code for experiments on influence functions with neural networks
Aff_Eff_PPR
Shapley machine learning with aggregated datasets
generalizing_IFs
Influence Function work
GroupKFold
sklearn's group kfold does not enable us to shuffle so I have rewritten one here
LTS
Listening Test Software
ML_structural_interactions
This notebook demonstrates the interactions (or lack thereof) between machine learning models and data-generating structures
NestedVAE_release
Release for Nested VAE
psych_post_process
A collection of data post-processing tools for psychologists.
SIN06023
Introduction to bias in machine learning (FR)
statistics_III_datasets
A repo for datasets for the statistics III module for psychologists at UNIL
TMLE_Schomaker
A replication of the work "Using Longitudinal Targeted Maximum Likelihood Estimation in Complex Settings with Dynamic Interventions"
VideoCapture
Codemash for video+audio capture