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Hello and welcome to my github!

My name is William Thyer. I am a data scientist at a healthcare technology company. In 2023, I received my PhD in Psychology from the University of Chicago where I studied short-term memory and attention. I was a researcher in the Awh/Vogel Lab from 2018-2023. I was previously a data science intern at Spark Neuro in 2021 and at Intuitive Surgical in 2022. You can access my resume here and my personal website here. I like Python, machine learning, and cycling! 🐍🤖🚴

Here are some of my favorite projects:

Skills:

Machine learning, neural networks, data science, cognitive neuroscience, time series, computer vision, scientific writing, research, spatial data, data visualization, psychology, vision science, technical documentation, Python, Matlab.

Libraries:

Numpy, Scipy, Pandas, Matplotlib, Seaborn, Scikit-Learn, Tkinter, Fastai, tsai, tsfresh, tslearn, Pytorch, Pygame, Psychopy, OSMnx, Statsmodels, Bokeh, MNE.

Have a question? Please reach out!

William Thyer's Projects

calm-hands icon calm-hands

Calm Hands uses your webcam and AI to alert you of when you're biting your finger nails.

citymapper icon citymapper

Using OSMnx and OpenStreetMap in Python to visualize and quantify bikeability of cities.

erp_gif icon erp_gif

Notebook for generating video of ERP topography with simultaneous task images.

locations_of_lines icon locations_of_lines

Generative line art creator using Numpy and Bokeh. Inspired by artwork by Sol LeWitt.

plot-corr icon plot-corr

Useful function to quickly calculate r-squared and p-value and plot regression of two variables

thyer-et-al-2021 icon thyer-et-al-2021

Analysis code for Thyer et al 2021. "Multivariate decoding of visual working memory load provides evidence for item-based pointers"

vorpal icon vorpal

1v1 fighting game I'm developing using PyGame in Python. Currently includes basic movement, dashing, sword striking, downward air striking, shielding, knockback, i-frames, stamina, and health. Can be played PvP or against a heuristic-based AI.

williamthyer.github.io icon williamthyer.github.io

Personal website for William Thyer. Using Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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