psturmfels
PhD student at the University of Washington, Seattle; Origami hobbyist and game developer on the side.
University of Washington, SeattleSeattle, Washington
Pinned Repositories
post--attribution-baselines
The repository for the submission "Visualizing the Impact of Feature Attribution Baselines"
lair
home of the bear's lair
Avalanche
Simple vertical-scrolling tap-jump game
cfAD
Collaborative Filtering for Alzheimer's Disease
CumulusBeGone
EECS 442 Final Project: segmenting and removing clouds from images containing sky
doppler_gestures
The first assignment for the mobile health and wireless systems class, implemented in Swift and Xcode.
P3
This is the final project for EECS 494, Fall 2017
fetal-code
Automated Preprocessing Pipeline for Fetal Resting-State fMRI Data
attributionpriors
Tools for training explainable models using attribution priors.
path_explain
A repository for explaining feature attributions and feature interactions in deep neural networks.
psturmfels's Repositories
psturmfels/Avalanche
Simple vertical-scrolling tap-jump game
psturmfels/P3
This is the final project for EECS 494, Fall 2017
psturmfels/cfAD
Collaborative Filtering for Alzheimer's Disease
psturmfels/CumulusBeGone
EECS 442 Final Project: segmenting and removing clouds from images containing sky
psturmfels/doppler_gestures
The first assignment for the mobile health and wireless systems class, implemented in Swift and Xcode.
psturmfels/gameDevWorkshop
An iOS Game Development Tutorial
psturmfels/online_COS
A test bed for the online concurrent open shop problem
psturmfels/adversarial_faces
A repository for exploring how adversarial machine learning can provide privacy against face recognition.
psturmfels/alpha_communication
The third assignment for the mobile health and wireless systems class, implemented in Swift and Xcode.
psturmfels/AvalanchePublic
This is the public repository for Avalanche for iOS.
psturmfels/Axis
psturmfels/coflow-tests
An implementation of the 4-approximation to the NP-hard co-flow problem done in C++.
psturmfels/CongressionalResignations
An INTERACTIVE plot of congressional resignations over time. Totally not inspired by 538.
psturmfels/d3-selection
Transform the DOM by selecting elements and joining to data.
psturmfels/data
Data and code behind the articles and graphics at FiveThirtyEight
psturmfels/EAT
Embedding-based annotation transfer (EAT) uses Euclidean distance between vector representations (embeddings) of proteins to transfer annotations from a set of labeled lookup protein embeddings to query protein embedding.
psturmfels/face
A facial recognition pipeline in Tensorflow.
psturmfels/Facial-Identification
A convenience wrapper for the Microsoft Cognitive Services API.
psturmfels/hugo-academic
The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:
psturmfels/ios-tutorials
psturmfels/jekyll-uno
Jekyll-Uno - a minimal, responsive theme for Jekyll based on Uno for Ghost
psturmfels/models
Models and examples built with TensorFlow
psturmfels/Personal
Various personal coding whims, none of which fall under a specific category.
psturmfels/Privacy-Policies
A website to host static privacy policies for various mobile games
psturmfels/protein_probabilities
Exploring training of protein language models.
psturmfels/psturmfels.github.io
Personal Site
psturmfels/shap
A unified approach to explain the output of any machine learning model.
psturmfels/sleuth
Inspect kallisto RNA-Seq output
psturmfels/tape
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
psturmfels/tilt_measurement
The second assignment for the mobile health and wireless systems class, implemented in Swift and Xcode.