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Will Liang's Projects

apcs icon apcs

AP Computer Science assignments at Foothill High.

arduino icon arduino

Collection of random Arduino projects

cat-clustering icon cat-clustering

Clustering individual cats (inter- and intra-species) with DINOv2.

connect-4 icon connect-4

A connect-4 bot built with minimax and alpha-beta pruning.

depth-prediction icon depth-prediction

CNN-based monocular depth estimation that uses a U-shaped structure and skip connections.

digit-dodger icon digit-dodger

A turn-based bullet hell game that emphasizes strategy over reflexes. 2nd place at FalconHacks 2019.

encoded-neuroevolution icon encoded-neuroevolution

A novel tensor encoding method used with the genetic algorithm that plays Snake at superhuman levels.

guessing-game icon guessing-game

Small number-guessing game written in Bash as part of the Unix Workbench Coursera course.

hand-scan icon hand-scan

A poker hand calculator. 1st place at FalconHacks 2018.

me-gpt icon me-gpt

A small GPT model trained to mimic my texts.

robo-ray icon robo-ray

An LSTM network trained to recreate my friend's texting style. Data taken from Facebook Messenger chat histories.

robopianist icon robopianist

🎹 🤖 A benchmark for high-dimensional robot control.

tetris icon tetris

Tetris implementation using only bit operations on big integers.

traffic-sign-recognition icon traffic-sign-recognition

Experiments applying classical machine learning and deep learning methods to traffic sign classification.

yolo icon yolo

YOLO v1 Pytorch implementation trained on a basic colored shapes dataset.

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