Antonio Horta Ribeiro

automatic-ecg-diagnosis. Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".

ecg-age-prediction. Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural network-estimated electrocardiographic age as a mortality predictor".

ip-nonlinear-solver. A trust-region interior-point method for general nonlinear programing problems (GSoC 2017).

ecg-preprocessing. Python

sysid-neuralnet. Deep neural networks for system identification problems. (WIP)

physionet-12ecg-classification. Physionet 2020 challenge

narx-double-descent. Explore the double-descent phenomena in the context of system identification. Companion code to the paper (https://arxiv.org/abs/2012.06341):

matplotlib2tikz. A converter that takes a matplotlib figure and spits out a TikZ/PGFplots figure for smooth integration into LaTeX.

attractors-and-smoothness-RNN. Companion code to the 2020 AISTATS paper: ''Beyond exploding and vanishing gradients: analysing RNN training using attractors and smoothness"

ml4ecg-resources. A list of machine learning for ECG interpretation resources developed by collaborators and me.

NarmaxLasso.jl. Algorithms for Lasso estimation of NARMAX models.

advtrain-linreg. Explore properties adversarial training in linear models. Companion code to the paper "Regularization properties of adversarially-trained linear regression"

aliasing-in-cnns. How convolutional neural networks deal with aliasing

ecg-heatmaps. Python

ECG-jupyter-notebook. Jupyter notebook descrevendo a análise de sinais de eletrocardiograma.

oe-multiple-shooting. Identification of output error models using shooting methods.

antonior92. Config files for my GitHub profile.

GSoC2017-Scipy. My Google Summer of Code proposal for Scipy.

advtrain-linear. Efficient implementation of Adversarial Training for Linear Models

MultipleShootingPEM.jl. Julia

antonior92.github.io. My personal website :)

toyproblem-af-classification. Atrial fibrillation classification from the ECG . Assignment for the WASP Course "Artificial Intelligence and Machine Learning"

dynamic-system-plot. Functions for visualization and analysis of dynamic systems.

adversarial_training_kernel. Python