🚀 Excited to share our work with Kishor Acharya and @mzanin on making information theory more accessible!
The #infomeasure package addresses key barriers:
✅ Multiple estimators comparison
✅ Reproducible results
✅ Computational efficiency
✅ User-friendly interface
From EEG analysis to complex systems - one package, endless possibilities! 🔬
📜 https://www.nature.com/articles/s41598-025-14053-5
🔗 https://infomeasure.readthedocs.io/en/latest/
#OpenScience #InfoTheory
Does anyone know of any analytic approximations for the relationship between the efficiency of either a) source/compression coding algorithms, b) channel/error-correction coding algos, or even c) rate-distortion curves *AND* their computational/Big-O complexity (time or space)?
#infoTheory #rateDistortion #computationalComplexity #bigO #compression #errorCorrectingCodes #tractability #Shannon
Posit: History & Geography :: Storage & Transmission.
The fundamental mechanism of history is storage & retrieval.
The fundamental mechanism of geography is transmission & distribution.
Time.
Space.
These are Claude Shannon message transmission phenomena.
Carlson Büth
Matt Spike
Doc Edward Morbius ❌