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eear's Introduction

๐Ÿ˜„ Bryan Goodrich
โ”œโ”€โ”€ ๐Ÿ“ฆ Open Source Repositories
โ”‚   โ”œโ”€โ”€ alsm - Book examples custom build in R and Python
โ”‚   โ””โ”€โ”€ full-stack-data-engineer - (WIP) Training materials for pipelines, modeling, and analytics.
โ”œโ”€โ”€ ๐Ÿ– Sandbox
โ”‚   โ”œโ”€โ”€ algorithms - Data structures classwork examples in C++ and Java.
โ”‚   โ”œโ”€โ”€ arcgis - Classwork toward my AS in GIS from ARC (using ESRI ArcGIS).
โ”‚   โ”œโ”€โ”€ codecamp - Training material code space. In particular, freecodecamp (for now).
โ”‚   โ”œโ”€โ”€ design-patterns - Common OOP design patterns explored in Python and other languages.
โ”‚   โ””โ”€โ”€ evodev - Exploring game programming and evolutionary algorithms (snake game and beyond).
โ”œโ”€โ”€ ๐Ÿข Workplace
โ”‚   โ”œโ”€โ”€ eear - Shiny app and custom R for customer energy use analytics.
โ”‚   โ”œโ”€โ”€ ๐Ÿ”’ dnapipelines (private) - PySpark pipelines on Hadoop and Azure environments.
โ”‚   โ””โ”€โ”€ ๐Ÿ”’ biadwh (private) - Data warehouse pipelines, data models on MSSQL stack.
โ””โ”€โ”€ ๐Ÿ”ฌ Experiments (Gists)
    โ”œโ”€โ”€ Twitter Topic Modeling - R code for exploring NLP with Twitter stream. Posted on LinkedIn.
    โ”œโ”€โ”€ Percolation Model - Python version of Union-Find algorithm, Princeton Algorithms (Cousera).
    โ”œโ”€โ”€ Adventures in R - Presentation to Women in Data Science - Sample code.
    โ”œโ”€โ”€ Regularized Gradient Descent - Andrew Ng's ML class (Cousera) using R.
    โ”œโ”€โ”€ Gradient Descent - Andrew Ng's ML class (Cousera) using R.
    โ”œโ”€โ”€ BLS Gov FTP Scraper - R parser for BLS FTP data sets.
    โ”œโ”€โ”€ Game of Life - Conway's Game of Life in R.
    โ””โ”€โ”€ Lambda Lists - Lists from literally Nothing. Adaptation of Steve Losh's JavaScript examples.

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eear's Issues

Travis

Create unit tests and set up travis-ci

Calendar plot

Add calendar plot to code base and controls to GUI.

Deprecated Methods

This was created early in the dplyr days and is using deprecated piping. This and any other out-of-date methods need to be made current.

M&V

Add M&V content to both code base and GUI.

Temperature Modeling

Add ability to preform polynomial regressions to weather plot and display model(s) validation output in summary table below plot.

Intensity Map

Add the intensity heat map to the code base and include controls on GUI.

SQFT Handling

Currently a site sqft is assigned to a data set, but under the new Shiny UI, this is incompatible. Instead, sqft should be meter-assigned and rolled up as demand is, based on which meters are maintained after preparation. This is a requirement before EUI calculations can be returned to the code base.

Vignettes

Improve vignettes in both content and titles. Explore alternative formatting.

Help Files

Check all help files for clarity, completeness, and bugs.

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