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Michael Burkhart's Projects

cam-graphs icon cam-graphs

trains a simple graph neural network on bacs/biobank data

discriminative-kalman-filter icon discriminative-kalman-filter

Code supplement for "The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models"

dkf-defense-presentation icon dkf-defense-presentation

These slides were presented at my dissertation defense (Division of Applied Mathematics, Brown University, 23 May 2018).

dkf-dissertation icon dkf-dissertation

XeLaTeX for "A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding"

dkf-implementations icon dkf-implementations

This repository contains code implementations for the Discriminative Kalman Filter.

filtered-stochastic-newton icon filtered-stochastic-newton

Code supplement for "Discriminative Bayesian Filtering Lends Momentum to the Stochastic Newton Method for Minimizing Log-Convex Functions"

multimodal-trajectory-modeling icon multimodal-trajectory-modeling

Code supplement for "Unsupervised multimodal modeling of cognitive and brain health trajectories for early dementia prediction"

numpy icon numpy

The fundamental package for scientific computing with Python.

scipy icon scipy

SciPy library main repository

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