drewwilimitis

Manifold-Learning

Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)

hyperbolic-learning

Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)

lie-group-rotations

Exploring matrix manifolds, lie group theory, and their application to learning rotations

manifold-metric-learning

Python Implementation of Metric Learning on Generalized Manifolds

JMIR_CV_Tutorial

Sketch of Repository for CV tutorial for JMIR AI Submissions

Hyperbolic-ICD-Embeddings-MIMIC3

Hyperbolic Embeddings of ICD Diagnostic Codes with Real Hospital Data (MIMIC-3) & Mortality Prediction in the ICU

Machine-Learning-Projects

Some of my completed and ongoing projects referencing Hands on Machine Learning with Scikit-Learn and Tensorflow

SPD_fMRI

Python Implementation: "Re-visiting Riemannian geometry of symmetric positive definite matrices for the analysis of functional connectivity"

AUC_NRI_IDI_python_functions

Custom python functions to help you further analyse machine learning models and diagnostic test

base16-synth-midnight-scheme

Synthwave schemes

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

Colorsublime-Themes

Colorsublime themes collection

Drew-Wilimitis_Academic_Website

drewwilimitis.github.io

Repository for Hosting Personal Website: https://drewwilimitis.github.io/

ExtensysPlots

Matplotlib style for scientific publications

GraphRicciCurvature

A NetworkX addon to compute the graph Ricci curvature and Ricci flow.

IntroTDA

A repository used to experiment with topological data analysis methods with functional brain network data in Python

jupyter-dark-theme

Dark theme for Jupyter Notebook UI

jupyterlab_miami_nights

Combination of VS Code's SynthWave '84 and JupyterLab's Neon Night

landing_code

The code to create Landing Code, an application of Landing Page into your Jupyter Notebook

networkit

NetworKit is a growing open-source toolkit for large-scale network analysis.

nipymc

Bayesian mixed-effects modeling of fMRI data in Python

notexbook-jupyter-theme

noTeXbook: Jupyter notebook theme for LaTeX lovers

omop-learn

Python package for machine learning for healthcare using a OMOP common data model

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

scipy2014_tutorial

Tutorial: Bayesian Statistical Analysis in Python

skope-rules

machine learning with logical rules in Python

spacetimeengine

A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.

starter-hugo-academic

SWOWEN-2018

English Small World of Words SWOWEN-2018