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Pasadena

Ryan Rudes

Expert
@ryanrudes

CS + Robotics @ Caltech, Undergraduate Researcher @ Caltech Autonomous Robotics and Control Lab (ARCL)

colabgymrender. Render OpenAI Gym environments in Google Colaboratory

56

YTTTS. The YouTube Text-To-Speech dataset is comprised of waveform audio extracted from YouTube videos alongside their English transcriptions

52

renderlab. Render Gymnasium environments in Google Colaboratory

18

minimal_goexplore. A minimal implementation of Go-Explore without domain knowledge

15

eye_mouse_movement. A project for controlling a computer mouse with eye pose estimation using a Machine Learning approach

14

MoreUI. A comprehensive suite of practical extensions to the SwiftUI standard library.

14

wikimedia-downloader. A fast, asynchronous downloader for Wikimedia Commons

12

traffic. NYS DOT Python API

11

chess-gym. OpenAI Gym environment for Chess, using the game engine of the python-chess module

10

wikimedia. A dataset comprised of over 40 million images sourced from Wikimedia Commons

6

amc. A collection of all past problems from the American Mathematics Competitions (MAA AMC)

6

forceatlas. Gephi ForceAtlas2 with networkx compatibility and support for thread-based parallelism

4

musescore. A tool for scraping sheet music from musescore.com

4

openevolve. Codebase-scale evolutionary algorithms for code optimization, powered by LLMs.

4

wikimedia-commons-dataset. A highly organized and potentially very large image dataset for ML

3

VQVAE-Clean. Jupyter Notebook

3

javapy_bitcoin_miner. A fast CPU cryptocurrency miner which employs Python as a web client to fetch transaction data, and Java as the optimized brute-force hashing engine.

3

tacotron2. Tacotron 2 - PyTorch implementation with faster-than-realtime inference

2

simclr_storage_queue. A collection of code from my 2020 summer research in self-supervised pretraining for semi-supervised image classification with SimCLR

2

eclipse. A solar eclipse-oriented flight planner

2

wwdc21. My submission for the WWDC21 Swift Student Challenge

2

AlphaZero-gym. An OpenAI gym environment for chess, using the state-action representation method employed in AlphaZero

2

programming-language-logos. Logos for various programming languages

2

strandbeest. A genetic algorithm for Strandbeest linkage evolution

2

amtrak. The unofficial Amtrak API for Python

1

emoji-dataset. A Dataset of Emoji Icons, Arranged In A NumPy File

1

RLBench. A large-scale benchmark and learning environment.

1

math-stack-exchange-scraper. A Python data scraper for the Mathematics Stack Exchange

1

dqn. A standard DQN implementation

1

pi. An implementation of the Chudnovsky algorithm in C using GMP

1

media_mod. An AI-powered Discord bot for moderating photographic content

1

john-oliver. Cloning John Oliver's voice using audio from Last Week Tonight's YouTube channel

1

game-midis. A collection of Video Game MIDI files

1