alexhernandezgarcia
Postdoc at Mila, Montreal. ML, computer vision, cognitive computational neuroscience, vision. Open Science. he/him/his.
Pinned Repositories
activelearning
ActiveLearningPipeline
alexhernandezgarcia.github.io
bootstrap
Examples of how to perform statistical inference using the bootstrap method
crystallograpy
A simple package with data structures containing crystallographic properties and their relationships, such as space groups, Wyckoff positions, etc.
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
gflownet
Generative Flow Networks - GFlowNet
gflownet-bengioe
Generative Flow Networks
global-salience
Code for the article "Global visual salience of competing stimuli"
linux-config-utils
Configuration files and how-to instructions of utilities for Linux
alexhernandezgarcia's Repositories
alexhernandezgarcia/gflownet
Generative Flow Networks - GFlowNet
alexhernandezgarcia/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
alexhernandezgarcia/linux-config-utils
Configuration files and how-to instructions of utilities for Linux
alexhernandezgarcia/activelearning
alexhernandezgarcia/ActiveLearningPipeline
alexhernandezgarcia/alexhernandezgarcia.github.io
alexhernandezgarcia/gflownet-bengioe
Generative Flow Networks
alexhernandezgarcia/bootstrap
Examples of how to perform statistical inference using the bootstrap method
alexhernandezgarcia/crystallograpy
A simple package with data structures containing crystallographic properties and their relationships, such as space groups, Wyckoff positions, etc.
alexhernandezgarcia/ift-3710-6759-extremeweather
This is a repository for educational purposes, for the class IFT 3710/6759 - Projets (avancés) en apprentissage automatique
alexhernandezgarcia/latex-simple
A simple LaTeX template for scientific papers or technical reports
alexhernandezgarcia/mais-latex
LaTeX template for the Montreal AI Symposium
alexhernandezgarcia/phd-thesis-latex
Source files of PhD thesis written in LaTeX
alexhernandezgarcia/ift-3710-6759-h22
A dummy repository for educational purposes
alexhernandezgarcia/ift-3710-6759-h23
A dummy repository for educational purposes
alexhernandezgarcia/aiscope-ml
alexhernandezgarcia/bioseq-gfn-al
Code for "Biological Sequence Design with GFlowNets", 2022
alexhernandezgarcia/BrainProp
BrainProp: How the brain can implement reward-based error backpropagation
alexhernandezgarcia/ClimateNet
Climate Analytics using Deep Neural Networks in Python.
alexhernandezgarcia/co2ml
Data and figures for the paper "Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning"
alexhernandezgarcia/course-content-dl
alexhernandezgarcia/cropharvest
Open source remote sensing dataset with benchmarks
alexhernandezgarcia/crystalproxies
alexhernandezgarcia/data-augmentation
Exploring the impact of data augmentation in machine learning models
alexhernandezgarcia/DeepDownscaling
Deep learning approaches for statistical downscaling in climate
alexhernandezgarcia/example_pypi_package
Example PyPI (Python Package Index) package set up with automated tests and publishing using GitHub Actions CI/CD, primarily for GitHub + VS Code (Windows / Mac / Linux) users
alexhernandezgarcia/ift-3710-6759-h24
A dummy repository for educational purposes
alexhernandezgarcia/ift-3710-6759-h24-fork
A fork of a dummy repository for educational purposes
alexhernandezgarcia/ocp
https://opencatalystproject.org/
alexhernandezgarcia/pytorch-tutorial
A self-contained python notebook, runnable on Google Colab, to discover Pytorch