Xavier Bouthillier (bouthilx)

bouthilx

Geek Repo

Location:Montreal

Home Page:bouthilx.github.io

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Organizations
Epistimio
lisa-lab
mila-iqia
ml-retrospectives
Theano

Xavier Bouthillier's starred repositories

csound

Main repository for Csound

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jurigged

Hot reloading for Python

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mle-monitor

Lightweight Experiment & Resource Monitoring 📺

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PaperMemory

Your browser's reference manager: automatic paper detection (Arxiv, OpenReview & more), publication venue matching and code repository discovery! Also enhances ArXiv: BibTex citation, Markdown link, direct download and more!

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tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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hydra_orion_sweeper

Hydra Sweeper Plugin for Orion

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orion

Asynchronous Distributed Hyperparameter Optimization.

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SimpleParsing

Simple, Elegant, Typed Argument Parsing with argparse

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yahpo_gym

Surrogate benchmarks for HPO problems

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gama

An automated machine learning tool aimed to facilitate AutoML research.

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Voron-2

Voron 2 CoreXY 3D Printer design

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speedrun

Research code need not be ugly.

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ml-survey-2020

Results of the survey on machine-learning experimental methods at NeurIPS2019 and ICLR2020

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speechbrain

A PyTorch-based Speech Toolkit

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rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

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manim

A community-maintained Python framework for creating mathematical animations.

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Sequoia

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

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joblib

Computing with Python functions.

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highlight_text

functions to plot text with <highlighted substrings> in matplotlib.

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kurobako

A black-box optimization benchmark tool

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optuna-dashboard

Real-time Web Dashboard for Optuna.

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Neuraxle

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.

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Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

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BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

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HPOBench

Collection of hyperparameter optimization benchmark problems

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DALL-E

PyTorch package for the discrete VAE used for DALL·E.

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noah-research

Noah Research

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