Montreal, Canada

Fabrice Normandin

Advanced
@lebrice

Machine Learning Software Developer at Mila (Quebec Artificial Intelligence Institute)

SimpleParsing. Simple, Elegant, Typed Argument Parsing with argparse

543

Sequoia. The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.

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hydra-auto-schema. Adds rich IDE support for Hydra config files

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Tutorials. Source code for the Mila Tutorials

7

Keras-Progressive-Growing-GANS. (WIP) My Attempt at a clean re-implementation of ["Progressive Growing of GANs for Improved Quality, Stability, and Variation"](https://github.com/tkarras/progressive_growing_of_gans) using the Keras API in TensorFlow. Contributions/Suggestions welcomed!

6

LLM_api. Testing out SLURM + FastAPI + HuggingFace

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pop-based-training. Simple Implementation of Enhanced Population Based Training for Loss Function Optimization [1](https://arxiv.org/abs/2002.04225) (I am not the author of this paper)

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VHDL-CPU. 5-stage pipeline, 32-bit MIPS CPU written in VHDL for the Computer Organization & Architecture (ECSE425) Course at McGill University

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remote-slurm-executor. Plugin for Submitit that allows launching jobs on *remote* SLURM clusters

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spatial. Fooling around, testing out the idea of making a Rust + Python version of gym.spaces. Not a serious project (_yet_ ?)

1

abcd. Fork of: Official repository for "Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems"

1

continual_world. NOTE: This is a fork of the original repo: https://github.com/awarelab/continual_world

1

purejaxql. Simple single-file baselines for Q-Learning in pure-GPU setting

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lebrice.

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MeZO. [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

1

theoretical_framework_for_target_propagation. Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation

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MetaMonsterkong. Partial Copy of Meta-MonsterKong work from Matt Riemer, Anurag Ajay, and others.

1

brax. Massively parallel rigidbody physics simulation on accelerator hardware.

1

Rewind. Small Unity Project with Time Rewind Mechanic

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MicroP. MicroProcessor Systems Projects Repository

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FunAIExperiments. A collection of small projects I wrote for fun, often AI-related.

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ift6758.github.io. Jupyter Notebook

1

blurred-GAN. Progressive Growing of GANS using Gaussian Blur

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