Theorem

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August 31, 2024 4 min read Definitions
Bayes Theorem: A Relationship Between Conditional and Marginal Probabilities
Mathematics Statistics Probability Bayesian Statistics Conditional Probability Theorem Bayes
An exploration of Bayes Theorem, which establishes a relationship between conditional and marginal probabilities of random events, including historical context, types, applications, examples, and mathematical models.
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August 31, 2024 4 min read Definitions
No Free Lunch Theorem: Understanding Optimization Algorithms
Mathematics Computer Science Optimization Algorithms Computational Complexity Theorem Problem Solving
The No Free Lunch Theorem asserts that all optimization algorithms are equivalent in performance when averaged over all possible problems.
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August 31, 2024 5 min read Definitions
Theorem: Proven Mathematical Statements
Mathematics Logic Theorem Proof Mathematics Logic Axioms
A theorem is a mathematical statement that has been proven to be true based on previously established axioms and propositions.
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