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<url>
<loc>https://brighteen.github.io/genai/diffusion/brownian-motion/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/diffusion/concepts-for-diffusion/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/diffusion/diffusion-1/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/diffusion/diffusion-2/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/diffusion/jensens-inequality/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/diffusion/langevin-dynamics/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/diffusion/non-equilibrium-thermodynamics/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/diffusion/related-papers/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/diffusion/second-law-of-thermodynamics/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/diffusion/wiener-process/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/foundations/251224_%EC%83%9D%EC%84%B1%EB%AA%A8%EB%8D%B8%20%EB%A9%94%EB%AA%A8/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/foundations/AAE/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/foundations/GAN/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/foundations/JSD/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/foundations/NCSN(Noise%20Conditional%20Score%20Network)/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/foundations/boltzmann-machine/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/foundations/hallucination/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/score-based-model/SBM%EC%9D%84%20%EC%9D%B4%ED%95%B4%ED%95%98%EA%B8%B0%20%EC%9C%84%ED%95%9C%20%EA%B0%9C%EB%85%90%EB%93%A4/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/score-based-model/Score%20based%20models/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/score-based-model/basics-of-calculus/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/score-based-model/ito-integral/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/score-based-model/%ED%95%B5%EC%8B%AC/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/genai/vae/VAE/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/1.%20Introduction%20and%20Motivation/1.0%20Intro/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/1.%20Introduction%20and%20Motivation/1.1%20Finding%20Words%20for%20Intuitions/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/1.%20Introduction%20and%20Motivation/1.2%20Two%20Ways%20to%20Read%20This%20Book/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/1.%20Introduction%20and%20Motivation/1.3%20Exercises%20and%20Feedback/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.0%20Intro/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.1%20Systems%20of%20Linear%20Equations/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.2%20Matrices/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.3%20Solving%20Systems%20of%20Linear%20Equations/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.4%20Vector%20Spaces/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.5%20Linear%20Independence/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.6%20Basis%20and%20Rank/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.7%20Linear%20Mappings/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.8%20Affine%20Spaces/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/2.9%20Further%20Reading/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/2.%20Linear%20Algebra/Exercises/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.0%20Intro/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.1%20Norms/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.10%20Further%20Reading/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.2%20Inner%20Products/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.3%20Lengths%20and%20Distances/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.4%20Angles%20and%20Orthogonality/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.5%20Orthonormal%20Basis/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.6%20Orthogonal%20Complement/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.7%20Inner%20Product%20of%20Functions/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.8%20Orthogonal%20Projections/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/3.%20Analytic%20Geometry/3.9%20Rotations/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4.0%20Intro/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4.1%20Determinant%20and%20Trace/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4.2%20Eigenvalues%20and%20eigenvectors/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4.3%20Cholesky%20Decomposition/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4.4%20Eigendecomposition%20and%20Diagonalization/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4.5%20Singular%20Value%20Decomposition/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4.6%20Matrix%20Approximation/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4.7%20Matrix%20Phylogeny/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4.8%20Further%20Reading/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/4.%20Matrix%20Decompositions/4%EC%9E%A5%20%EC%A0%95%EB%A6%AC/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.0%20Intro/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.1%20Differentiation%20of%20Univariate%20Functions/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.2%20Partial%20Differentiation%20and%20Gradients/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.3%20Gradients%20of%20Vector-Valued%20Functions/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.4%20Gradients%20of%20Matrices/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.5%20Useful%20Identities%20for%20Computing%20Gradients/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.6%20Backpropagation%20and%20Automatic%20Differentiantion/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.7%20Higher-Order%20Derivtives/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
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<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.8%20Linearization%20and%20Multivariate%20Taylor%20Series/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/5.%20Vector%20Calculus/5.9%20Further%20Reading/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.0%20Intro/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.1%20Construction%20of%20a%20Probability%20Space/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.2%20Discrete%20and%20Continuous%20Probabilities/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.3%20Sum%20Rule,%20Product%20Rule,%20and%20Bayes&apos;%20Theorem/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.4%20Summary%20Statistics%20and%20Independence/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.4.4%EC%A0%88%20%EC%88%98%EC%8B%9D%20%EC%A6%9D%EB%AA%85/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.5%20Gaussian%20Distribution/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.6%20Conjugacy%20and%20the%20Exponential%20Family/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.7%20Change%20of%20Variables,%20Inverse%20Transform/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/6.%20Probability%20and%20Distributions/6.8%20Further%20Reading/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/7.%20Continuous%20Optimization/7.0%20Intro/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/7.%20Continuous%20Optimization/7.1%20Optimization%20Using%20Gradient%20Descent/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/7.%20Continuous%20Optimization/7.2%20Constrained%20Optimization%20and%20Lagrange%20Multipliers/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
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<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/7.%20Continuous%20Optimization/7.3%20Convex%20Optimization/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
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<url>
<loc>https://brighteen.github.io/mml/Part%20I%20Mathematical%20Foundations/7.%20Continuous%20Optimization/7.4%20Further%20Reading/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20II%20Central%20Machine%20Learning%20Problems/10.Dimensionality%20Reduction%20with%20Principal%20Component%20Analysis/10.0%20Intro/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
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<url>
<loc>https://brighteen.github.io/mml/Part%20II%20Central%20Machine%20Learning%20Problems/10.Dimensionality%20Reduction%20with%20Principal%20Component%20Analysis/10.1%20Problem%20Setting/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
</url>
<url>
<loc>https://brighteen.github.io/mml/Part%20II%20Central%20Machine%20Learning%20Problems/10.Dimensionality%20Reduction%20with%20Principal%20Component%20Analysis/10.2%20Maximum%20Variance%20Perspective/</loc>
<lastmod>2026-05-17T10:51:17+00:00</lastmod>
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<url>
<loc>https://brighteen.github.io/mml/Part%20II%20Central%20Machine%20Learning%20Problems/10.Dimensionality%20Reduction%20with%20Principal%20Component%20Analysis/10.3%20Projection%20Perspective/</loc>
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