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Sarah Roden's Projects

ddl-personreid icon ddl-personreid

Modified to accomodate personre-id datasets. Not fully tested yet.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gde icon gde

Graph Neural Ordinary Differential Equations

models icon models

Models and examples built with TensorFlow

modules icon modules

The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.

preprocess-svhn icon preprocess-svhn

Preprocess Google Street View House Number (SVHN) dataset, producing a set of PNG images.

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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