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Kris Bitney's Projects

free_speech_on_college_campuses icon free_speech_on_college_campuses

Clustering and PCA (unsupervised learning) project. The goal is to answer three questions: (1) Is there a distinct faction of anti-speech extremists on college campuses, as media reports have suggested? (2) Would I find support for an underlying concept of “political correctness” among the beliefs students expressed? (3) How do beliefs about free expression relate to political affiliation?

identifying_customer_segments icon identifying_customer_segments

Clustering and PCA (unsupervised learning) project. The goal is to identify customer segments by clustering customers in a reduced feature space.

image_classifier icon image_classifier

Image classification (deep learning) project. The goal is to develop a generalizable neural network architecute capable of accurately distinguishing image classes.

imgbuff icon imgbuff

Web application that colorizes grayscale photos using a Generative Adversarial Neural Network. HTML5/CSS3 and JavaScript front-end; asynchronous Python back-end.

imgbuffandroid icon imgbuffandroid

Android application for colorizing grayscale photos. Uses MVVM architecture with lifecycle-aware Android Architecture Components.

kotlin-client icon kotlin-client

A Kotlin implementation of the Polywrap Client with a Rust-Uniffi base

meta-analysis icon meta-analysis

meta-analysis: a Python package for performing meta-analysis

polywrap-kt icon polywrap-kt

Kotlin/Native implementation of the Polywrap Client

readme-to-doc icon readme-to-doc

Automatically read readmes from a repo and convert them to docusaurus docs

starbuckscapstone icon starbuckscapstone

Used Logistic regression with tensor-product natural spline basis and a ridge penalty to explore heterogeneous predictive effects of features using simulated data from a Starbucks marketing campaign

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