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logangraham

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Logan Graham's Projects

apollonius icon apollonius

Code for industry-partner project predicting diabetes onset using synthetic minority oversampling w/ heterogeneous data.

arxausality icon arxausality

A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

cevae icon cevae

Causal Effect Inference with Deep Latent-Variable Models

embeddinggps icon embeddinggps

A Variational GP approach that simultaneously learns a deep embedding input model, built with PyTorch and Pyro.

gpflow icon gpflow

Gaussian processes in TensorFlow

insight icon insight

Natural language document search. Get a clear view into things.

pcalg icon pcalg

CPDAG Estimation using PC-Algorithm

privacy icon privacy

Library for training machine learning models with privacy for training data

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

sleepbetter icon sleepbetter

Code for upcoming paper on using ML to predict pediatric obstructive sleep apnea.

smote icon smote

Custom implementation of the SMOTE generative linear interpolation model. Originally used to compensate for imbalanced classes.

twinnetworks icon twinnetworks

A library for handling Structural Causal Models and performing interventional and counterfactual inference on them.

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