antonior92 Goto Github PK

.emacs.d

my emacs configuration file.

advtrain-linreg

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

af-risk-prediction

aliasing-in-cnns

How convolutional neural networks deal with aliasing

antialiased-cnns

Antialiasing cnns to improve stability and accuracy. In ICML 2019.

antonior92

Config files for my GitHub profile.

antonior92.github.io

My personal website :)

antonior92.github.io_old

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

attractors-and-smoothness-rnn

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

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".

computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

differential-evolution

Matlab implementation of Differential Evolution.

dynamic-system-plot

Functions for visualization and analysis of dynamic systems.

ebg_analysis

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".

ecg-chagas

ecg-heatmaps

ecg-jupyter-notebook

Jupyter notebook descrevendo a análise de sinais de eletrocardiograma.

ecg-preprocessing

exprnn

Optimization with orthogonal constraints and on general manifolds

gsoc2017-scipy

My Google Summer of Code proposal for Scipy.

ip-nonlinear-solver

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

matplotlib2tikz

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

ml4ecg-resources

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

multipleshootingpem.jl

narmaxlasso.jl

Algorithms for Lasso estimation of NARMAX models.

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):

oe-multiple-shooting

Identification of output error models using shooting methods.

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

paralleltrainingnn.jl

Parallel and series-parallel training of feedforward neural networks.