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Scott Butters's Projects

ai-of-the-needle icon ai-of-the-needle

This is a project to use machine learning to identify the most beautiful panoramic photos taken from the top of the space needle, then predict when more will happen and generate a preview.

business-analysis-using-sql icon business-analysis-using-sql

Dataquest project to perform analysis and answer business questions using a SQL database from an iTunes-like platform

dispensary-predictions icon dispensary-predictions

This project sets up a pipeline to scrape and download publicly available data to make predictions about monthly revenues of Washington state marijuana dispensaries.

dq-projects icon dq-projects

Projects for learning data science related skills from the Dataquest platform.

dsp icon dsp

Metis Data Science Bootcamp - Official Prework Repository

genre-shapehd icon genre-shapehd

Code and data release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

housing_prices_mvlr icon housing_prices_mvlr

A pipeline for performing multivariate linear regression on a dataset of housing prices

models icon models

Models and examples built with TensorFlow

pix2pixhd icon pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

predict_sp500 icon predict_sp500

Script to generate indicators off S&P data and predict next day's closing price

robot_accuracy icon robot_accuracy

Analysis of the accuracy of a 6-axis robot arm by comparing measurements to forward kinematic calculations

speakeasy icon speakeasy

Deep learning framework that integrates knowledge about cocktails and their ingredients with a natural language understanding of English to invent and suggest cocktail recipes in response to a plain English request.

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