Machine Learning Software Developer at Mila (Quebec Artificial Intelligence Institute)
SimpleParsing. Simple, Elegant, Typed Argument Parsing with argparse
543Sequoia. The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.
202hydra-auto-schema. Adds rich IDE support for Hydra config files
10Tutorials. Source code for the Mila Tutorials
7Keras-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!
6LLM_api. Testing out SLURM + FastAPI + HuggingFace
5pop-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)
4VHDL-CPU. 5-stage pipeline, 32-bit MIPS CPU written in VHDL for the Computer Organization & Architecture (ECSE425) Course at McGill University
3remote-slurm-executor. Plugin for Submitit that allows launching jobs on *remote* SLURM clusters
2spatial. Fooling around, testing out the idea of making a Rust + Python version of gym.spaces. Not a serious project (_yet_ ?)
1abcd. Fork of: Official repository for "Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems"
1continual_world. NOTE: This is a fork of the original repo: https://github.com/awarelab/continual_world
1purejaxql. Simple single-file baselines for Q-Learning in pure-GPU setting
1lebrice.
1MeZO. [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333
1theoretical_framework_for_target_propagation. Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation
1MetaMonsterkong. Partial Copy of Meta-MonsterKong work from Matt Riemer, Anurag Ajay, and others.
1brax. Massively parallel rigidbody physics simulation on accelerator hardware.
1Rewind. Small Unity Project with Time Rewind Mechanic
1MicroP. MicroProcessor Systems Projects Repository
1FunAIExperiments. A collection of small projects I wrote for fun, often AI-related.
1ift6758.github.io. Jupyter Notebook
1blurred-GAN. Progressive Growing of GANS using Gaussian Blur
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