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David Dooling's Projects

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.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

iba icon iba

repo containing notebooks for the SEER-MEDICARE proton therapy project

iobspaper icon iobspaper

Contains the all the files for the write up of the IOBS SEER data plus machine learning project

java-jne-kyotocabinet icon java-jne-kyotocabinet

Drop-in replacement for kyotocabinet that includes compiled and embedded native libraries for Windows, Linux, and Mac.

jupyter-widgetmode icon jupyter-widgetmode

Adds a button to your notebook toolbar that allows you to hide all input and only show widget & output.

lung-cancer-rf-errors icon lung-cancer-rf-errors

lung cancer survival prognosis app using random forests with bootstrap-derived errors on the prediction

lungcancerneuralnetwork icon lungcancerneuralnetwork

This app has the same interface and variables as the lung cancer app, but uses a neural network instead of a random forest

lungcancernnerrors icon lungcancernnerrors

lung cancer survival prognosis using nn with bootstrap errors on the prediction

manuscript icon manuscript

files for the IOBS surivval analysis machine learning project document

megaman icon megaman

megaman: Manifold Learning for Millions of Points

mesa icon mesa

Mesa is an agent-based modeling framework in Python

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