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Lance Chin's Projects

hight-python icon hight-python

HIGHT block cipher implementation in Python3 based on original paper by Hong et al. Includes the encryption and decryption functions for HIGHT.

hopfield-networks icon hopfield-networks

Quick guide to Hopfield Networks for image restoration and NP-hard problems.

mcts-simple icon mcts-simple

mcts-simple is a Python3 library that allows reinforcement learning problems to be solved easily with its implementations of Monte Carlo Tree Search.

resnet-simple icon resnet-simple

resnet-simple is a Python3 library that provides a well-documented and easy to use implementation of ResNet (and ResNetv1.5), together with its most basic use case of image classification. Uses PyTorch as the base for implementation.

who-stole-my-pickles icon who-stole-my-pickles

This report serves as a primer to the vulnerability of the Python pickle module and the dangers of insecure deserialization.

wordle-solver icon wordle-solver

Simple way to solve wordle by providing 10 best guesses with the current information provided, using frequency analysis. The game is assumed to be on hard mode, where "any revealed hints must be used in subsequent guesses". Some of the words provided may not be available for different versions of Wordle, so use at your own discretion.

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