Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

Global sensitivity analysis that takes into account correlations and dependencies in the LCA model during uncertainty propagation with Monte Carlo approach.

Statistical package in Python based on Pandas

🔗 Methods for Correlation Analysis

NeuroGNN is a state-of-the-art framework for precise seizure detection and classification from EEG data. It employs dynamic Graph Neural Networks (GNNs) to capture intricate spatial, temporal, semantic, and taxonomic correlations between EEG electrode locations and brain regions, resulting in improved accuracy. Presented at PAKDD '24.

Fast, accurate, and flexible spectral analysis for compressible quantum fluids

A Python package to calculate, visualize and analyze correlation maps of proteins.

A network model for studying the relation between temporal dynamics and connectivity structure

Compute interstation correlations of seismic ambient noise, including fast implementations of the standard, 1-bit and phase cross-correlations.

A Python utility for Cramer's V Correlation Analysis for Categorical Features in Pandas Dataframes.

Switching of Quantum Synchronization in Coupled Optomechanical Oscillators

Mutual information between neural responses and stimuli: the case of noise correlations. Interactive web widget and tutorial! :)

This code is part of my PhD research. This code generate hybrid partitions using Kohonen to modeling the labels correlations, and HClust to partitioning the label space.

Correlations of polarization and depolarization fields in ferroelectrics

Python package to generate Gaussian (1/f)**beta noise (e.g. pink noise)

Quickly uncover potential relationships in a CSV dataset by getting an overview of correlation coefficients between several pairs of metrics.

Movie Insights: Exploring film industry trends and analytics through data analysis techniques.

Colección de notebooks tutoriales para bajar series de tiempo financieras y analizarlas sus correlaciones.

Portfolio Projects

Statistical standard error estimation tools for correlated data