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Hi, I'm Jacob ☀️

About me

I'm a data scientist with expertise in statistics, deep learning, and cloud computing.

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Jacob Eliason's Projects

100-hour-board icon 100-hour-board

A web-scraped archive of the 100 Hour Board, a defunct question-answering service that was run by students at Brigham Young University from the late 1990s to 2021.

dc-walkability-valuation icon dc-walkability-valuation

[Under construction] Data, code, and the paper associated with my final project for ST451 Bayesian Machine Learning

dissertation icon dissertation

LaTeX, code, and data for my master's dissertation: "Estimating the Causal Effect of Germany's 2021 Nuclear Plant Closures on Electricity Generation Using Gaussian Process Regression"

factscore icon factscore

A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"

gsl-info-bot icon gsl-info-bot

A Python bot that posts changes in the water level of the Great Salt Lake to Bluesky

jcblsn icon jcblsn

Config files for my GitHub profile.

manifoldr icon manifoldr

Tools for R users on the Manifold Markets prediction market platform

rainforest-segmentation icon rainforest-segmentation

A comparison of deep learning segmentation models for deforestation monitoring using multispectral satellite imagery. Research paper and project work completed as part of LSE's ST456 Deep Learning course.

ynab-group-tracker icon ynab-group-tracker

R Shiny application for visualizing monthly progress towards YNAB budget categories

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