Airu Adachi

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#information theory

Content tagged with "information theory"

The Physics of Information
MIT
#Information Theory #Physics #Education

A course exploring the fundamental connections between physics, information theory, and computation.

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Implementing Information Theory in Python
June 1, 1956 Claude Shannon
#Information Theory #Python #Programming #Compression

A practical guide to implementing entropy calculation and data compression using Python.

Information Theory and Machine Learning
March 1, 1956 Claude Shannon
#Information Theory #Machine Learning #AI #Theory

Exploring the connections between information theory and the emerging field of machine learning. Published in the IRE Transactions.

Information Theory and Biology
April 1, 1953 Claude Shannon
#Information Theory #Biology #Genetics #Bioinformatics

Exploring the application of information theory to biological systems and genetics, pioneering the field of bioinformatics.

A Mathematical Theory of Communication
July 1, 1948 Claude Shannon
#Information Theory #Mathematics #Communications

The seminal paper that established information theory as a new field of study. Introduced the concept of entropy and channel capacity.

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