rsantana-isg

Mateda3

Mateda3 version updated for Matlab2020 and adding new functionalities

cbioge

Grammar-based evolutionary algorithm for designing deep neural networks

uncertainty-toolbox

A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

vec2text

utilities for decoding deep representations (like sentence embeddings) back to text

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

auto_LiRPA

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

BDA_course_Aalto

Bayesian Data Analysis course at Aalto

benchpress

Benchpress is a snakemake workflow for reproducible and scalable execution and benchmarks of structure learning algorithms for probabilistic graphical models.

DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

dnnf

Deep Neural Network Falsification

elkai

Python 3 TSP solver based on LKH (cross platform)

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

fma

FMA: A Dataset For Music Analysis

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

ManifoldTutorial

Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)

Marabou

MathWorks-Excellence-in-Innovation

Capstone and senior design project ideas for undergraduate and graduate students to gain practical experience and insight into technology trends and industry directions.

multivap

Multiclass generalization of the binary IVAP defense against adversarial examples

nas-bench-nlp-release

NASLib

NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.

personal-emotional-dialogue-system

paper list for dialogue system

PlotNeuralNet

Latex code for making neural networks diagrams

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

rsantana-isg.github.io

Web Page

SARS2_RBD_Ab_escape_maps

Interactive visualization of deep mutational scanning maps of mutations to SARS-CoV-2 RBD that escape antibody or sera binding

Tatoeba-Challenge

VesselGraph

website

The train engine powering the Coding Train website

yin_yang_data_set