User:Jkindler1/Books/Information Theory
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Information Theory[edit]
Understanding Information Structures[edit]
- Information theory
- Entropy (information theory)
- Independent and identically distributed random variables
- A Mathematical Theory of Communication
- Lossless compression
- Statistical inference
- Natural language processing
- Cryptography
- Neuroscience
- Data compression
- Ecology
- Quantum computer
- Linguistics
- Pattern recognition
- Anomaly detection
- Data analysis
- Random variable
- Kolmogorov complexity
- Algorithmic information theory
- Information-theoretic security
- Lossy compression
- Adaptive system
- Artificial intelligence
- Complex system
- Complex systems
- Informatics (academic field)
- Machine learning
- Systems science
- Cryptanalysis
- Entropy in thermodynamics and information theory
- Probability theory
- Common logarithm
- Mutual information
- Binary logarithm
- Natural logarithm
- Algorithmic probability
- Bayesian inference
- Pigeonhole principle
- Conditional entropy
- Cross entropy
- Entropy encoding
- Entropy estimation
- History of entropy