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Statistical Mechanics

Written by Alexei Gilchrist, updated months ago
Level: 2, Subjects: Maximum Entropy

1 Background

To be completed

2 Maximum entropy argument

To be completed

Subjects

    Physics 61      Classical 23          Linear Motion 2          Central Forces 1          Rotation Dynamics 8          Oscillators 8          Coupled Oscillators 3          Waves 1      Optics 2          Polarisation 2      Quantum 2          Quantum Operations 2      Probability 34          Deductive Reasoning 0          Plausibility 0          Inference 5          Maximum Entropy 4          Bayesian Networks 2          Information Theory 7 Maths 2      Rotation 1      Convexity 1

Probably Physics

    1 Marginalization 2 Bayes' rule 3 Assigning numbers 4 Probability and Frequency 5 Comparing Models 6 Probability Notation 7 Parameter Estimation 8 Priors 9 Maximum Entropy 10 Understanding Uncertainty 11 Maximum entropy with average constraints 12 Statistical Mechanics 13 Variable Independence 14 Bayesian Networks 15 Information 16 Data Compression 17 Convexity 18 Joint Entropy 19 Conditional Entropy 20 Relative Entropy 21 Mutual Information 22 Communication through noisy channels
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