information-theory topic

Bayesian Information Gap Decision Theory

madsjulia

Periodic time series analysis tools based on information theory

phuijse

computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks

pierrebaudot

:package: Lempel-Ziv Complexity, fast implementations with :snake: Python (naive, Numba or Cython for speedup), Open-Source (MIT) :+1: →

Naereen

Information Theory Toolkit

MaxwellRebo

MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".

csinva

Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-dimensional data

gregversteeg

Implementation of Information Dropout

ucla-vision

Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning

adityashrm21

Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence...

srogatch