Tiohtià:ke / Montréal

Alex

Expert
@alexhernandezgarcia

Assistant professor at the Université de Montréal and at Mila. Machine learning for science. Open Science.

alexhernandezgarcia.github.io

gflownet. Generative Flow Networks - GFlowNet

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linux-config-utils. Configuration files and how-to instructions of utilities for Linux

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data-aug-invariance. A pipeline for flexibly training and evaluating neural networks for image object recognition with Keras. It allows analysing the effect of data augmentation and explicit regularisation methods, as well as training with data augmentation invariance

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activelearning. Jupyter Notebook

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crystallograpy. A simple package with data structures containing crystallographic properties and their relationships, such as space groups, Wyckoff positions, etc.

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gfn-teach. Resources to teach GFlowNets

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alexhernandezgarcia.github.io. HTML

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global-salience. Code for the article "Global visual salience of competing stimuli"

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bootstrap. Examples of how to perform statistical inference using the bootstrap method

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co2ml. Data and figures for the paper "Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning"

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ift-3710-6759-extremeweather. This is a repository for educational purposes, for the class IFT 3710/6759 - Projets (avancés) en apprentissage automatique

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phd-thesis-latex. Source files of PhD thesis written in LaTeX

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latex-simple. A simple LaTeX template for scientific papers or technical reports

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