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Dave Hiltbrand's Projects

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cifar10 icon cifar10

CIFAR10 done in several deep learning frameworks to showcase training and inference with TensorFlow, CNTK, Keras and whatever else.

dl icon dl

Deep Learning Project

docs icon docs

Instructions or tutorials for TACC/ Agave/ & Cyverse

dropoutuncertaintyexps icon dropoutuncertaintyexps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hypop icon hypop

Machine Learning Hyperparameter Optimization

missranger icon missranger

R package "missRanger" for fast imputation of missing values by random forests.

mkdocs icon mkdocs

Project documentation with Markdown.

models icon models

Models and examples built with TensorFlow

r-sdk icon r-sdk

Official R client SDK to the Agave Platform -- EARLY ALPHA

reu_2018 icon reu_2018

HPC, GitHub, and misc setup instructions for students at the 2018 UNCW REU program

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