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ece444-2022-ep

ece444-f2022-lab1

ece444-f2022-lab2

ece444-f2022-lab3

ece444-f2022-lab5

ece444-f2022-lab6

flexgen-for-h2o

Running large language models on a single GPU for throughput-oriented scenarios.

gmbp-scheduler-algorithms

gxwei-ca

A personal website (gxwei.ca) built from scratch with CSS and HTML on the Bootstrap framework

h2o

[NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.

k-means-breast-cancer

Implementing the K-means algorithm from scratch with an OOP approach to cluster an sklearn dataset of fine needle aspirates from the cancer cells of breast cancer patients.

semantic_change_id

A Python program for detecting and analysing sources and trends in semantic change using large datasets of >1 million English-language news articles related to the novel coronavirus, and producing human-readable plots and charts.

snek

A homebrewed version of the classic snake game with the option to turn on a simplistic AI based on the A* pathfinding algorithm. Unfortunately, our serpentine friend seldom wins the game.

tweet_emoclass

A machine learning model built to identify and classify the primary emotion expressed by tweets, designed with a CNN-BiLSTM based architecture using PyTorch and Keras. Trained on a dataset of over 200000 tweets collected and preprocessed with Twitter's API, achieving accuracies of ~70%!