Roberto Santana's repositories
uncertainty-toolbox
A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
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
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)
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.
personal-emotional-dialogue-system
paper list for dialogue system
PlotNeuralNet
Latex code for making neural networks diagrams
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