David Chushig-Muzo's repositories
awesome-interpretable-clustering
A curated list of paper, methods and libraries implemented in Python for interpretability in clustering methods.
awesome-tab2img
A curated list of paper, methods and libraries implemented in Python for transforming tabular data into images.
CALC
The repository contains the implementations for Coupled Adversarial Learning for Fusion Classification of Hyperspectral and LiDAR Data
COSCI-GAN
Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"
d3-components
A set of d3js components using ES6.
DESlib
A Python library for dynamic classifier and ensemble selection
efs-assembler
A Python package for building and testing ensemble feature selection structures with scientific validated methods and an extensible architecture, allowing user-defined feature selection and aggregation algorithms both in Pyhton and R.
ehrMGAN
code for ehrMGAN
elsim
Election Simulator 3000: Simulates a variety of elections and voting methods
HighMMT
High-Modality Representation Learning
HSNet
This repo is the official implementation of (HSNet: A Hybrid Semantic Network for Polyp Segmentation).
IGTD
Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks
medigan
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
Melanoma-Classification-using-Knowledge-Distillation-for-Highly-Imbalanced-Data
Official code for the paper - "Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data".
ml_privacy_meter
Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
MSCA-Net
code for our MSCA-Net
MultiBench
[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
multimodal-severe-hypo
Source code for paper "Interpretable and multimodal fusion methods to identify severe hypoglycemia in adults with T1D"
proteins-stability
Feature Selection Stability and Double cross validation of protein ranks and signatures
pycheatsheet
Useful commands to handle virtualenvs, git and more.
saxpy
Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python
scikit-rebate
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
SSKD
[ECCV2020] Knowledge Distillation Meets Self-Supervision
UMFI
R code for UMFI
visibility-gin
This repository includes the Python implementation of a biometric authentication scheme using the proposed graph ML method.