Pinned Repositories
Awesome-Causal-Inference
A curated list of awesome work on causal inference, particularly in machine learning.
Awesome-VAEs
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Awesome-Video-Generation
A curated list of awesome work on video generation and video representation learning, and related topics.
Awesome_ML_for_mental_health
A curated list of awesome work on machine learning for mental health applications. Includes topics broadly captured by affective computing. Facial expressions, speech analysis, emotion prediction, depression, interactions, psychiatry etc. etc.
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
DisentanglingSequences
Repo for the work on hierarchical state space models for disentanglement
SLEM
SLEM: Super Learning Equation Modeling for General Causal Inference with DAGs
SpectralAnalysisTutorial
A tutorial on spectral analysis for psychologists and social scientists.
matthewvowels1's Repositories
matthewvowels1/SLEM
SLEM: Super Learning Equation Modeling for General Causal Inference with DAGs
matthewvowels1/causalPipeline
A collection of causal resources for psychologists and social scientists
matthewvowels1/CUSOCausality
16 hour course on causality and machine learning
matthewvowels1/DAG_Sampler
Samples DAGs, converts them to 'canonical form', and checks for other isomorphic samples
matthewvowels1/TherapyApp
Simple streamlit therapy app with langchain
matthewvowels1/TLPython
Targeted Learning for Binary and Categorical Treatment
matthewvowels1/TVAE_release
TVAE release version
matthewvowels1/emotvrater
Real-time emotion rating with video
matthewvowels1/FreeLunchSemiParametrics
matthewvowels1/semiparametrics_and_NNs_release
Release code for experiments on influence functions with neural networks
matthewvowels1/Typicality
matthewvowels1/Aff_Eff_PPR
Shapley machine learning with aggregated datasets
matthewvowels1/attachment_COVID
matthewvowels1/DAGReducer
matthewvowels1/generalizing_IFs
Influence Function work
matthewvowels1/GroupKFold
sklearn's group kfold does not enable us to shuffle so I have rewritten one here
matthewvowels1/LTS
Listening Test Software
matthewvowels1/minSEM
Graph reduction
matthewvowels1/ML_structural_interactions
This notebook demonstrates the interactions (or lack thereof) between machine learning models and data-generating structures
matthewvowels1/NestedVAE_release
Release for Nested VAE
matthewvowels1/openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
matthewvowels1/psych_post_process
A collection of data post-processing tools for psychologists.
matthewvowels1/Shapley_Forest
matthewvowels1/SIN06023
Introduction to bias in machine learning (FR)
matthewvowels1/statistics_III_datasets
A repo for datasets for the statistics III module for psychologists at UNIL
matthewvowels1/statsIII_exam_2023
matthewvowels1/SuperLearner
matthewvowels1/TMLE_Schomaker
A replication of the work "Using Longitudinal Targeted Maximum Likelihood Estimation in Complex Settings with Dynamic Interventions"
matthewvowels1/type_1_error
matthewvowels1/VideoCapture
Codemash for video+audio capture