drewwilimitis
PhD Student, Vanderbilt University Biomedical Informatics
Vanderbilt UniversityNashville, TN
Pinned Repositories
Hyperbolic-ICD-Embeddings-MIMIC3
Hyperbolic Embeddings of ICD Diagnostic Codes with Real Hospital Data (MIMIC-3) & Mortality Prediction in the ICU
hyperbolic-learning
Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)
Image-classification-dogs-cats
Image processing, segmentation/feature extraction, and outlier detection for dogs/cats classification
JMIR_CV_Tutorial
Sketch of Repository for CV tutorial for JMIR AI Submissions
lie-group-rotations
Exploring matrix manifolds, lie group theory, and their application to learning rotations
Machine-Learning-Projects
Some of my completed and ongoing projects referencing Hands on Machine Learning with Scikit-Learn and Tensorflow
Manifold-Learning
Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)
manifold-metric-learning
Python Implementation of Metric Learning on Generalized Manifolds
PhysionetMLPipeline
Complete repository for loading, processing, and running modeling experiments on MIMIC and eICU datasets
SPD_fMRI
Python Implementation: "Re-visiting Riemannian geometry of symmetric positive definite matrices for the analysis of functional connectivity"
drewwilimitis's Repositories
drewwilimitis/Manifold-Learning
Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)
drewwilimitis/hyperbolic-learning
Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)
drewwilimitis/lie-group-rotations
Exploring matrix manifolds, lie group theory, and their application to learning rotations
drewwilimitis/manifold-metric-learning
Python Implementation of Metric Learning on Generalized Manifolds
drewwilimitis/JMIR_CV_Tutorial
Sketch of Repository for CV tutorial for JMIR AI Submissions
drewwilimitis/Hyperbolic-ICD-Embeddings-MIMIC3
Hyperbolic Embeddings of ICD Diagnostic Codes with Real Hospital Data (MIMIC-3) & Mortality Prediction in the ICU
drewwilimitis/PhysionetMLPipeline
Complete repository for loading, processing, and running modeling experiments on MIMIC and eICU datasets
drewwilimitis/SPD_fMRI
Python Implementation: "Re-visiting Riemannian geometry of symmetric positive definite matrices for the analysis of functional connectivity"
drewwilimitis/AUC_NRI_IDI_python_functions
Custom python functions to help you further analyse machine learning models and diagnostic test
drewwilimitis/base16-synth-midnight-scheme
Synthwave schemes
drewwilimitis/causal_inference_python_code
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
drewwilimitis/Colorsublime-Themes
Colorsublime themes collection
drewwilimitis/Drew-Wilimitis_Academic_Website
drewwilimitis/drewwilimitis.github.io
Repository for Hosting Personal Website: https://drewwilimitis.github.io/
drewwilimitis/dtwParallel
Dynamic Time Warping
drewwilimitis/ExtensysPlots
Matplotlib style for scientific publications
drewwilimitis/GLOBEM
drewwilimitis/GraphRicciCurvature
A NetworkX addon to compute the graph Ricci curvature and Ricci flow.
drewwilimitis/IntroTDA
A repository used to experiment with topological data analysis methods with functional brain network data in Python
drewwilimitis/jupyter-dark-theme
Dark theme for Jupyter Notebook UI
drewwilimitis/jupyterlab_miami_nights
Combination of VS Code's SynthWave '84 and JupyterLab's Neon Night
drewwilimitis/landing_code
The code to create Landing Code, an application of Landing Page into your Jupyter Notebook
drewwilimitis/networkit
NetworKit is a growing open-source toolkit for large-scale network analysis.
drewwilimitis/nipymc
Bayesian mixed-effects modeling of fMRI data in Python
drewwilimitis/notexbook-jupyter-theme
noTeXbook: Jupyter notebook theme for LaTeX lovers
drewwilimitis/omop-learn
Python package for machine learning for healthcare using a OMOP common data model
drewwilimitis/scipy2014_tutorial
Tutorial: Bayesian Statistical Analysis in Python
drewwilimitis/spacetimeengine
A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.
drewwilimitis/starter-hugo-academic
drewwilimitis/SWOWEN-2018
English Small World of Words SWOWEN-2018