alexhernandezgarcia Goto Github PK

activelearning

activelearningpipeline

aiscope-ml

alexhernandezgarcia.github.io

bioseq-gfn-al

Code for "Biological Sequence Design with GFlowNets", 2022

bootstrap

Examples of how to perform statistical inference using the bootstrap method

brainprop

BrainProp: How the brain can implement reward-based error backpropagation

climatenet

Climate Analytics using Deep Neural Networks in Python.

co2ml

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

course-content-dl

cropharvest

Open source remote sensing dataset with benchmarks

crystallograpy

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

crystalproxies

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

data-augmentation

Exploring the impact of data augmentation in machine learning models

deepdownscaling

Deep learning approaches for statistical downscaling in climate

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

generative-downscaling

Research and experiments for downscaling climate/weather data via generative learning

gflownet

Generative Flow Networks - GFlowNet

gflownet-bengioe

Generative Flow Networks

git-for-collaborative-documentation

Repo for practicing contributing to other people's documentation and creating your own with GitHub Pages

global-salience

Code for the article "Global visual salience of competing stimuli"

ift-3710-6759-extremeweather

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

ift-3710-6759-h22

A dummy repository for educational purposes

ift-3710-6759-h23

A dummy repository for educational purposes

ift-3710-6759-h24

A dummy repository for educational purposes

ift-3710-6759-h24-fork

A fork of a dummy repository for educational purposes

invrep

Investigation of approaches to invariant representations in DNNs

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

latex-simple

A simple LaTeX template for scientific papers or technical reports