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Simon Ouellette

Senior Machine Learning Specialist with 8+ years of professional experience.

Most of my contributions are unfortunately private, but I do have some "extra-curricular" projects for which I created public repositories. These repos essentially revolve around either finance or the "Abstraction & Reasoning Corpus" challenge.

Here is my list of public projects:

  • CountingWithTransformers: these scripts are the companion code to my paper "Counting and Algorithmic Generalization with Transformers".
  • ARC_gym: a framework in development to help generate training data for the Abstraction & Reasoning Corpus challenge.
  • MLC-ARC_gym: an experiment that applies the MLC method (Lake & Baroni (2023)), a meta-learning Transformer, on the ARC gym.
  • Microstructure: a framework in development to help generate simulated financial data, to evaluate algorithms & approaches to ML trading.
  • RLNonStationary: companion code for a talk I gave at Quantopian about using simulated data to train a reinforcement learning algorithm when non-stationarity is a problem.

Simon Ouellette's Projects

Simon Ouellette doesnโ€™t have any public repositories yet.

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