drewwilimitis Goto Github PK

auc_nri_idi_python_functions

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

base16-ipython-notebook

Themes for your IPython Notebook

base16-jupyter

(in progress) base16 themes for Jupyter notebooks

base16-synth-midnight-scheme

Synthwave schemes

caffe-posenet

Implementation of PoseNet

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

data-cleaning-exploration

Exploratory Analysis and Data Cleaning in R

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_learning

Deep learning with Keras, DNN classifiers, Convnets for image classification, RNN with text analysis

drew-wilimitis_academic_website

drewwilimitis.github.io

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

embeddings

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"

extensysplots

Matplotlib style for scientific publications

graphriccicurvature

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

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.)

icd9

Python ICD9 library

image-classification-dogs-cats

Image processing, segmentation/feature extraction, and outlier detection for dogs/cats classification

introtda

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

jmir_cv_tutorial

Sketch of Repository for CV tutorial for JMIR AI Submissions

jupyter-dark-theme

Dark theme for Jupyter Notebook UI

jupyter-darkula-theme

jupyter-notebook-atom-scheme

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

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