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Ian McKenzie's Projects

clean-code-comments icon clean-code-comments

Examples of good and bad commenting (according to the book Clean Code) on a simple MNIST classifier

discrete-optimisation icon discrete-optimisation

Code written for my MT5611 Symbolic Computation project at St Andrews. Simulated annealing and branch-and-bound solvers applied to TSP and ising spin model.

docs icon docs

Source code for the Streamlit Python library documentation

dqn icon dqn

I'm implementing the deep RL algorithm DQN on Cartpole and eventually Pong

gans icon gans

I'm implementing GANs in PyTorch directly from the original paper, and (initially) testing on MNIST

logviz icon logviz

Logviz: A tool for visualising experiment logs from openai/evals

toy-sae icon toy-sae

Messing around with Sparse Autoencoders on toy data

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