Bibliotecas de código abierto y software de investigación.
A modern, GPU-accelerated Reservoir Computing library for PyTorch. ResDAG brings the power of Echo State Networks (ESNs) and reservoir computing to PyTorch with a clean, modular API. Built for researchers and practitioners who need fast, flexible, and production-ready reservoir computing models.
TSDynamics: A Python package for defining and simulating continuous and discrete dynamical systems, including time-delay equations and maps. With a user-friendly interface for RHS definitions, it provides tools for numerical analysis and aims to integrate advanced time series analysis tools..
The complete set of 40 two-dimensional Hilbert curves, and fast data plots on them.
Lempel-Ziv analysis of symbolic sequences: complexity, entropy density, effective measure complexity and information distance. Written in Rust, with Python bindings and standalone command-line tools.