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Ian McKenzie's Projects

audio-loop icon audio-loop

Simple CLI to loop an audio file in Python with controls from Pygame

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

html-copy icon html-copy

Modify HTML in the clipboard to make pasting between Slack, Google Docs, and Obsidian easier.

logviz icon logviz

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

make-transcripts icon make-transcripts

Make transcripts from podcast audio (see README for original colab link)

onesixthree icon onesixthree

Quick solver for the game 163, where the objective is to take six playing cards and make 163 through arithmetic.

sonos-looper icon sonos-looper

Play a local audio file on repeat on a Sonos speaker using SoCo.

toy-sae icon toy-sae

Messing around with Sparse Autoencoders on toy data

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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