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dochixson's Projects

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.

medical-resource-optimization icon medical-resource-optimization

A framework to generate an optimal hospital restart plan, balancing hospital economics, efficient use of resources and quality of clinical care.

optimizationidn icon optimizationidn

MILP and MINLP Optimization Models for Isolated Distribution Network

r4ds icon r4ds

R for data science: a book

sdv icon sdv

Synthetic Data Generation for tabular, relational and time series data.

synthea icon synthea

Synthetic Patient Population Simulator

tgan icon tgan

Generative adversarial training for generating synthetic tabular data.

vae_tutorial icon vae_tutorial

Caffe code to accompany my Tutorial on Variational Autoencoders

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