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…anged title and content to reflect new focus, added sections on topics covered, and reorganized post titles and categories for clarity. Removed outdated posts related to previous themes.
…d explanations, examples, and a summary table to clarify the relationship between i.i.d. and 1st-order Markov processes.
Fix: Update conditional entropy derivation
Fix: Minor edits in condi-entropy1
Feature/4.1
Add 2.4.4 Properties of Mutual Information
…les section, including formatting adjustments and improved phrasing for exercises and definitions.
change image path
image center align
chapter 5.5
chapter 6.3
Feature/5.2
Feature/6.6
…ly distributed random variables, marginal distributions, and mutual information. Add new image for stationary distribution and enhance formatting for clarity.
…nivariate, bivariate, and multivariate cases, along with conditional distributions and linear transformations in the Information Theory chapter.
info-theory ch5 and 6
Update Information Theory chapter with detailed explanations on joint…
Feature/6.2
…mproving formatting for clarity in sections on Markov processes and joint differential entropy.
… Markov Processes in the Information Theory chapter, enhancing clarity and understanding of transition probabilities and state distributions.
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