QR code

Embo: a Python package for empirical data analysis using the Information Bottleneck

We present 'embo', a Python package to analyze empirical data using the Information Bottleneck (IB) method and its variants, such as the Deterministic Information Bottleneck (DIB). Given two random variables 'X' and 'Y', the IB finds the stochastic mapping 'M' of 'X' that encodes the most informatio...

Volledige beschrijving

Bewaard in:
Hoofdauteurs: Eugenio Piasini, Alexandre L. S. Filipowicz, Jonathan Levine, Joshua I. Gold
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Ubiquity Press 2021-05-01
Reeks:Journal of Open Research Software
Onderwerpen:
information theory
python
information bottleneck
deterministic information bottleneck
data analysis
statistics
Online toegang:https://openresearchsoftware.metajnl.com/articles/322
Tags: Voeg label toe
Geen labels, Wees de eerste die dit record labelt!

Gelijkaardige items