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ai-projs

Projects covering core ideas of artificial intelligence, such as search algorithms, multiagent minimax and expectimax, reinforcement learning, HMMs, classification, etc.

ants

Project covering core ideas of Structure and Interpretation of Computer Programs: object oriented programming - local state, inheritance, composition, overloading, and method lookup

ggwp-toxic

jacqmhong.github.io

maps

Project covering core ideas of Structure and Interpretation of Computer Programs: Python features (list comprehension, zip), data abstraction, unsupervised and supervised learning

movie-rec

Two movie recommendation systems: One is user-based and the other is content-based.

skin-rater

A convolutional neural network made to predict how players would rate various skins (items to alter your avatar appearance).

sql-zoo

My solutions to the SQL problems on SQLZOO (i.e. join, nulls, select in select, sum-count, window functions, help desk)

toxicity-identifier

This project is to identify toxicity and gain insights on it. Contains multiple jupyter notebooks that map the thought and work process of this project.