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Ryan Allen's Projects

ai_for_robotics icon ai_for_robotics

Visualizations of algorithms covered in Sebastian Thrun's excellent Artificial Intelligence for Robotics course on Udacity.

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid-20 icon covid-20

A collection of work related to COVID-19

energyharvesting icon energyharvesting

Analysis and paper detailing the harvesting of energy based on human motion. Please use citation below if you use any of the code or data.

genetic_programming icon genetic_programming

An exercise in Genetic Programming and AI. Idea taken from Programming Collective Intelligence and changed so that it actually works.

getting_and_cleaning_data icon getting_and_cleaning_data

The final programming assignment for the Coursera course "Getting and Cleaning Data" presented by John Hopkins University

googleadwords icon googleadwords

A script that pulls specified metrics from the Google AdWords API and cleans up any typos in the Destination URL from the Keywords Performance report using the Levenshtein Edit Distance and a dictionary file (dictionary.txt at the moment). It then saves the resulting records into a CSV file for later consumption. It marks the records that needed cleaning along with the URL parameters that were changed.

h2o-3 icon h2o-3

Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, GBM, GLM...)

scrapenlp icon scrapenlp

Scripts to track internal questions and sentiment about the move to the Microsoft BI Stack

text-generation-bilstm-pytorch icon text-generation-bilstm-pytorch

In this repository you will find an end-to-end model for text generation by implementing a Bi-LSTM-LSTM based model with PyTorch's LSTMCells.

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