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Jacob Dawson's Projects

apollo-11 icon apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

bachgpt icon bachgpt

Trying to train an autoregressive model on data we're pulling from midis, such as those made by Bach!

csv_music icon csv_music

Converts CSV files (made by a .midi to .csv converter) into a file that only contains notes (and back again).

evolveantenna icon evolveantenna

The idea here is to either make an evolutionary algorithm (or some other kind of optimiziation algorithm?) in order to design radio antennae to certain parameters!

fast_style_transfer icon fast_style_transfer

Implementing/playing around with code from tfhub.dev/google/magenta/arbitrary-image-stylization-v1-256/2

g2net_attempt icon g2net_attempt

This is an attempt at solving the g2net competition on kaggle: https://www.kaggle.com/competitions/g2net-detecting-continuous-gravitational-waves/. To be clear, I am releasing my code publicly! This is accessible to all!

galaxyzookeeper icon galaxyzookeeper

Found a "galaxy zoo" dataset on kaggle, thought I'd play around with it!

joyplot icon joyplot

Takes .wav files and makes "Joy Plots" out of them!

junocam_gan icon junocam_gan

Hopefully we can use a GAN to process images from JunoCam!

lightweight_liberator icon lightweight_liberator

Takes FITS images and outputs them as PNGs with minimal processing--a lightweight FITS Liberator using astropy

next_char icon next_char

Given a character, which character should come next? This program will make decisions like that based on a dataset!

radiolog icon radiolog

Just going to keep track of which FT8 stations I've heard in a condensed form using a python script

snippetsofaicode icon snippetsofaicode

Just some snippets of code I've written for various extracurricular AI projects

sonnetmaker icon sonnetmaker

A python program that can make sonnets, either out of a Markov chain or by listening to tweets.

stocklstm icon stocklstm

A small, experimental LSTM for predicting stock prices.

telescopegan icon telescopegan

The hope here is to make a GAN which can auto-process photos taken by various telescopes (Webb, Hubble, anything that yields .fits data) into... pretty space images.

twittertester_mk1 icon twittertester_mk1

This should be a simple thing that I use to pull information from twitter accounts

vesuvius-decoder icon vesuvius-decoder

Taking a shot at the Vesuvius Challenge: https://www.kaggle.com/competitions/vesuvius-challenge-ink-detection/

weather_temperature_predictor icon weather_temperature_predictor

Found a couple datasets about weather/temperature data, so I figured I'd apply some machine learning to them. Should be neat!

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