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Kyle Dufrane's Projects

abides icon abides

ABIDES: Agent-Based Interactive Discrete Event Simulation

caffe icon caffe

Caffe: a fast open framework for deep learning.

ccxt icon ccxt

A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges

covid-dash-app icon covid-dash-app

Files used to create the COVID-19 dashboard using Dash, Plotly and Bootstrap.

csvtoqbo icon csvtoqbo

Python tool to convert CSV files generated from multiple providers to QBO format for Quickbooks

dash-predictive-maintenance icon dash-predictive-maintenance

Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To predict the date when equipment will completely fail (RUL), XGBoost is used and achieved RMSE error is 0.033964 days, which is highly accurate.

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