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Jake Huneycutt's Projects

covid-19 icon covid-19

Covid-19 data visualizations for Southeastern US

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

deep-learning-notebooks icon deep-learning-notebooks

Various deep learning notebooks, with exercises in image classification, object detection, and natural language processing

eia-notebooks icon eia-notebooks

Notebooks dealing with data from the US Energy Information Administration (EIA)

flight-disruption icon flight-disruption

Machine learning model and visualizations using 3 years of BTS data on over 18 million flights

fraud-detection icon fraud-detection

A simple fraud detection machine learning model built in Python using the Random Forest algorithm

graphs icon graphs

Graphs, BFS, DFS, connected components

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.

instacart icon instacart

Analysis and recommender systems for the Instacart Market Basket dataset

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