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David Celestino Colás Romanos 's Projects

explainsumm icon explainsumm

A project focusing on interpretable AI-driven text summarization. Building on XAI principles, we aim to create transparent, effective models that foster trust & enhance human-machine collaboration in automated summarization.

hierarchical-sigcwgan icon hierarchical-sigcwgan

Implementation of the [Hierarchical (Sig-Wasserstein) GAN] algorithm for large dimensional Time Series Generation: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3942764

lstmvis icon lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

mictools icon mictools

A practical tool for Maximal Information Coefficient (MIC) analysis

minepy icon minepy

minepy - Maximal Information-based Nonparametric Exploration

pykalman icon pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

shadowing icon shadowing

This implements Path Shadowing Monte-Carlo.

trending-twitter icon trending-twitter

Simple dashboard for getting currently trending hashtags and topics on Twitter

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