Pinned Repositories
AsrSimulator
This software simulates the output of an ASR system using as input plain text.
awesome-deeplearning-papers
Deep Learning and deep reinforcement learning research papers and books.
cbioge
Grammar-based evolutionary algorithm for designing deep neural networks
cgp-cnn
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
GP_word2vec
Contains the main implementation of programs for the paper: Reproducing and learning new algebraic operations on word embeddings using genetic programming.
graybox_fda_paper
Contains the Matlab code for producing the examples of the paper: Gray-box optimization and factorized distribution algorithms: where two worlds collide.
ipython-notebooks
A collection of IPython notebooks covering various topics.
karoo_gp
A Genetic Programming platform for Python with GPU support
Mateda3
Mateda3 version updated for Matlab2020 and adding new functionalities
Transfer_MEG_GP
Genetic Programming methods for domain adaptation: Using brain decoding across subjects as a test-case
rsantana-isg's Repositories
rsantana-isg/Mateda3
Mateda3 version updated for Matlab2020 and adding new functionalities
rsantana-isg/cbioge
Grammar-based evolutionary algorithm for designing deep neural networks
rsantana-isg/uncertainty-toolbox
A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
rsantana-isg/vec2text
utilities for decoding deep representations (like sentence embeddings) back to text
rsantana-isg/adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
rsantana-isg/auto_LiRPA
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
rsantana-isg/awesome-self-supervised-learning
A curated list of awesome self-supervised methods
rsantana-isg/BDA_course_Aalto
Bayesian Data Analysis course at Aalto
rsantana-isg/benchpress
Benchpress is a snakemake workflow for reproducible and scalable execution and benchmarks of structure learning algorithms for probabilistic graphical models.
rsantana-isg/DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
rsantana-isg/dnnf
Deep Neural Network Falsification
rsantana-isg/elects
rsantana-isg/elkai
Python 3 TSP solver based on LKH (cross platform)
rsantana-isg/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
rsantana-isg/fma
FMA: A Dataset For Music Analysis
rsantana-isg/lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
rsantana-isg/ManifoldTutorial
Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)
rsantana-isg/Marabou
rsantana-isg/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.
rsantana-isg/nas-bench-nlp-release
rsantana-isg/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.
rsantana-isg/personal-emotional-dialogue-system
paper list for dialogue system
rsantana-isg/PlotNeuralNet
Latex code for making neural networks diagrams
rsantana-isg/pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
rsantana-isg/rsantana-isg.github.io
Web Page
rsantana-isg/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
rsantana-isg/Tatoeba-Challenge
rsantana-isg/VesselGraph
rsantana-isg/website
The train engine powering the Coding Train website
rsantana-isg/yin_yang_data_set