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embo - Empirical Bottleneck

A Python package for working with the Information Bottleneck [Tishby, Pereira, Bialek 2001] and the Deterministic (and Generalized) Information Bottleneck [Strouse and Schwab 2016]. Embo is especially geared towards the analysis of concrete, finite-size data sets. See on PyPI How to cite: Piasini, E., Filipowicz, A.L.S., Levine, J. and Gold, J.I., 2021. Embo: a Python package for empirical data analysis using the Information Bottleneck. Journal of Open Research Software, 9(1), p.10. DOI: http...

cvglmnetR

Simple replacement for the cvglmnet function from the glmnet in MATLAB package that uses the R implementation of glmnet.

Intersection information and SubPID (Subatomic Partial Information Decomposition)

This package is composed by four parts: A MATLAB implementation of the partial information decomposition (PID) for distributions over three random variables using the definitions from Bertschinger, N., Rauh, J., Olbrich, E., Jost, J., and Ay, N. Quantifying unique information.. Entropy 2014, 16(4):2161–2183. Two MATLAB implementations of the intersection information I_{II}(S;R;C) that, in perceptual discrimination experiments, quantifies the sensory information in the recorded neural resp...

Pymuvr

A Python package for the fast calculation of Multi-unit Van Rossum neural spike train metrics, with the kernel-based algorithm described in Houghton and Kreuz, On the efficient calculation of Van Rossum distances (Network: Computation in Neural Systems, 2012, 23, 48-58; doi:10.3109/0954898X.2012.673048).

metex - Maximum Entopy TEXtures

Utilities for generating maximum entropy textures, according to Victor and Conte 2012. Metex can be used as a standalone software from the command line, or as a Python package to generate and manipulate textures. Metex is maintained on GitLab and published on the Python Package Index.

Scopri
Tipologia
  • 5 Other25
Autore
  • Reina, Cesare6
  • Piasini, Eugenio5
  • Lanza, Antonio4
  • Stor C.3
  • Canali, Stefano2
  • M. BARADELLO2
  • Mussardo, Giuseppe2
  • R. KOREN2
  • Salucci, Paolo2
  • Trotta, Roberto2
Data di pubblicazione
  • 2020 - 20215
  • 2010 - 201913
  • 2000 - 20096
  • 1995 - 19991
Settore disciplinare
  • Settore FIS/07 - Fisica Applicata...5
  • Settore FIS/05 - Astronomia e Ast...1
  • Settore MAT/07 - Fisica Matematica1
Keyword
  • 1. East is East. -- 2. Education ...1
  • a Large Door Open to the World. -...1
  • Calculus of variations1
  • dwarf spherodial galaxies1
  • Physicists - History1
  • Time series smoothing1
Lingua
  • eng15
  • ita10
Accesso al fulltext
  • no fulltext19
  • reserved4
  • open2