Logan Graham's repositories
arXausality
A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.
SleepBetter
Code for upcoming paper on using ML to predict pediatric obstructive sleep apnea.
TwinNetworks
A library for handling Structural Causal Models and performing interventional and counterfactual inference on them.
Apollonius
Code for industry-partner project predicting diabetes onset using synthetic minority oversampling w/ heterogeneous data.
BIG-bench
Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
CEVAE
Causal Effect Inference with Deep Latent-Variable Models
efficient-evolution
Efficient evolution from protein language models
EmbeddingGPs
A Variational GP approach that simultaneously learns a deep embedding input model, built with PyTorch and Pyro.
fairness-indicators
Tensorflow's Fairness Evaluation and Visualization Toolkit
logangraham.github.io
My Personal Site
pcalg
CPDAG Estimation using PC-Algorithm
privacy
Library for training machine learning models with privacy for training data
pyro
Deep universal probabilistic programming with Python and PyTorch
SMOTE
Custom implementation of the SMOTE generative linear interpolation model. Originally used to compensate for imbalanced classes.