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