Skip to content
View SimonOuellette35's full-sized avatar
Block or Report

Block or report SimonOuellette35

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse

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.

Pinned Loading

  1. CountingWithTransformers CountingWithTransformers Public

    Code for paper "Counting and Algorithmic Generalization with Transformers"

    Python 7

  2. ARC_gym ARC_gym Public

    ARC gym: a data generation framework for the Abstraction & Reasoning Corpus

    Python 17 1

  3. Microstructure Microstructure Public

    Capital market microstructure data simulator/generator

    Python 6 1

  4. RLNonStationary RLNonStationary Public

    Demo for the application of RL to non-stationary effects

    Python 44 20

  5. gym-sokoban gym-sokoban Public

    Forked from mpSchrader/gym-sokoban

    Sokoban environment for Gymnasium

    Python 1