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aimv

AI model that generates a Music Video from a .wav file, using Instrument Classification, Speech Transcription, and Video Generation.

albumartgan

Generating a unique piece of album art for my next music project, using a Deep Convolutional Generative Adversarial Network trained on a couple thousand of my favorite records' art.

allosaurus

Allosaurus is a pretrained universal phone recognizer for more than 2000 languages

ardupi-ecg

Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regression, Neural Net.

awkward-hug-club

Website for the Awkward Hug Club, a satirical news magazine based in Davis, CA

boston_housing_70s

tells you optimal cost for certain houses based on their area's features, based on data from the 70s. Made for Udacity ML nanodegree program

brainpan

Panning speech and melody components of audio to the ear with the relevant ear advantage according to neuroscience of audition

chaoticneuron

Use Chaotic time intervals as input to Hodgkin-Huxley neuron model in order to simulate real-world random stimuli.

charttopper

Project for UCD Physics 250 (Econophysics) - Predicts whether a group of songs on the Billboard Top 100 list will stay on the list the next week.

chordfreq

Harmonic Analysis and Visualization of Chords via interchord relationships. Frequency analysis of note summation with highlighted/colorized interval types.

colah.github.io

cratersphere

Network modeling of Mars and its craters in Python

datainterviewprep

Personal resources in preparation for the professional data science interview.

datasciencesite

website for the UC Davis Data Science club -

davisstolenbikebot

scrape Craiglist and get text message alerts for posts that match description of your bike

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepcomponents

Image Classification by Connected Component-based Neural Nets

eeg_learning

My foray into learning brain modeling in Python

givealittle

Predicts whether a given person is going to donate to a charity if invited to, based on census information.

hartleynlp

Quantifying the average Hartley information quotient in language from Twitter

islaminhiphop

a data analytics approach to the frequency of references to islamic culture in Hip Hop

j5driver--under-dev

Reverse engineering a driver for the J5Create JUA214 usb-to-vga converter cable using, for use in Arch Linux

kasamood

Customizing my Kasa lightstrip to react to music

keydrum

Drum Machine with sample input and multiple sample banks, made from mechanical keyboard switches, with a Raspberry Pi brain

leapfunction

LeapMotion-based signal generator that synthesizes the sound from an interactive waveform being manipulated by user fingers.

letmeyoutubethatforyou

command-line python automation script that opens youtube results for my input search

linkocr

Recognizing link URLs from images and returning site data - for a more physically inclusive web experience. CRNNs with PyTorch

listen2chess

Program that maps moves in a chess game to a musical composition, from the point of view of either player.

machine-learning

Content for Udacity's Machine Learning curriculum

micromouse

Autonomous Robotic Mouse to navigate a maze- for IEEE California Micromouse Competition (CAMM) @ UCSD