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William Ryan's Projects

2015 icon 2015

Public material for CS109

adv-r icon adv-r

Advanced R programming: a book

cryptorandom icon cryptorandom

Pseudorandom number generators based on cryptographic hash functions

deep-learning-in-r icon deep-learning-in-r

Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization

floating-footer-box icon floating-footer-box

CSS and HTML for a small box locked to the bottom of the screen which includes a picture and text, and can be used to create a link from one of your projects to your home page, a contact page, etc

footer-box icon footer-box

CSS and HTML for a small box locked to the bottom of the screen which includes a picture and text, and can be used to create a link from one of your projects to your home page, a contact page, etc.

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

machine-learning-in-r icon machine-learning-in-r

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

mesa icon mesa

Mesa is an agent-based modeling framework in Python

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