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.gitignore
.gitignore
 
 
Active Set Method.md
Active Set Method.md
 
 
Adversarial Search.md
Adversarial Search.md
 
 
Agglomerative Hierarchical Clustering.md
Agglomerative Hierarchical Clustering.md
 
 
Algorithms for Constrained Optimization.md
Algorithms for Constrained Optimization.md
 
 
Algorithms for Optimization.md
Algorithms for Optimization.md
 
 
Algorithms for Unconstrained Optimization.md
Algorithms for Unconstrained Optimization.md
 
 
Applications of KKT Conditions.md
Applications of KKT Conditions.md
 
 
Artificial Intelligence.md
Artificial Intelligence.md
 
 
Augment Lagrangian Method.md
Augment Lagrangian Method.md
 
 
Barrier Method.md
Barrier Method.md
 
 
Bayesian Inference.md
Bayesian Inference.md
 
 
Boosting.md
Boosting.md
 
 
Bootstrap Aggregating.md
Bootstrap Aggregating.md
 
 
Clustering LARge Applications.md
Clustering LARge Applications.md
 
 
Clustering.md
Clustering.md
 
 
Composite Integration Rule.md
Composite Integration Rule.md
 
 
Conjugate Direction Method.md
Conjugate Direction Method.md
 
 
Cross-validation.md
Cross-validation.md
 
 
Decision Tree.md
Decision Tree.md
 
 
Deep Learning.md
Deep Learning.md
 
 
Divisive Hierarchical Clustering.md
Divisive Hierarchical Clustering.md
 
 
Entropy.md
Entropy.md
 
 
Expectation Maximization Algorithm.md
Expectation Maximization Algorithm.md
 
 
Farkas' Lemma and Alternative Systems.md
Farkas' Lemma and Alternative Systems.md
 
 
Frank-Wolfe Method.md
Frank-Wolfe Method.md
 
 
Function Approximation.md
Function Approximation.md
 
 
Gaussian Quadrature Formula.md
Gaussian Quadrature Formula.md
 
 
Global and Local Optimal Solution.md
Global and Local Optimal Solution.md
 
 
Gradient Boosting Decision Tree.md
Gradient Boosting Decision Tree.md
 
 
Gradient Projection Method.md
Gradient Projection Method.md
 
 
Graph Search.md
Graph Search.md
 
 
Hidden Markov Model.md
Hidden Markov Model.md
 
 
Householder Transformation.md
Householder Transformation.md
 
 
Hypothesis Evaluation.md
Hypothesis Evaluation.md
 
 
Jacobian.md
Jacobian.md
 
 
K-Nearest Neighbor.md
K-Nearest Neighbor.md
 
 
K-means Clustering.md
K-means Clustering.md
 
 
K-medoids Clustering.md
K-medoids Clustering.md
 
 
KD-Tree.md
KD-Tree.md
 
 
Kuhn-Tucker Condition for Equality-Constrained Optimization.md
Kuhn-Tucker Condition for Equality-Constrained Optimization.md
 
 
Kuhn-Tucker Condition for Inequality-Constrained Optimization.md
Kuhn-Tucker Condition for Inequality-Constrained Optimization.md
 
 
Lagrange Duality Theory and Saddle-Point Theorem.md
Lagrange Duality Theory and Saddle-Point Theorem.md
 
 
Lagrange Interpolation.md
Lagrange Interpolation.md
 
 
Least Squares Method.md
Least Squares Method.md
 
 
Linear Programming.md
Linear Programming.md
 
 
Linear Regression.md
Linear Regression.md
 
 
Locally Weighted Regression.md
Locally Weighted Regression.md
 
 
Loss Function.md
Loss Function.md
 
 
Machine Learning.md
Machine Learning.md
 
 
Markov Model.md
Markov Model.md
 
 
Newton Interpolation.md
Newton Interpolation.md
 
 
Newton Method.md
Newton Method.md
 
 
Newton-Cotes formula.md
Newton-Cotes formula.md
 
 
Numerical Differentiation.md
Numerical Differentiation.md
 
 
Numerical Integration.md
Numerical Integration.md
 
 
Optimality Condition.md
Optimality Condition.md
 
 
Optimality Conditions for Linear Programming.md
Optimality Conditions for Linear Programming.md
 
 
Optimality Conditions for Unconstrained Optimization.md
Optimality Conditions for Unconstrained Optimization.md
 
 
Overfitting.md
Overfitting.md
 
 
Penalty Method.md
Penalty Method.md
 
 
Polynomial Interpolation.md
Polynomial Interpolation.md
 
 
Positive-definite Matrix.md
Positive-definite Matrix.md
 
 
Probably Approximately Correct Learning.md
Probably Approximately Correct Learning.md
 
 
Quasi-Newton Method.md
Quasi-Newton Method.md
 
 
README.md
README.md
 
 
Random Forest.md
Random Forest.md
 
 
Receiver Operating Characteristic.md
Receiver Operating Characteristic.md
 
 
Richardson Extrapolation Method.md
Richardson Extrapolation Method.md
 
 
Sample Complexity.md
Sample Complexity.md
 
 
Sequential Quadratic Programming Method.md
Sequential Quadratic Programming Method.md
 
 
Simplified Zoutendijk Method.md
Simplified Zoutendijk Method.md
 
 
Steepest Descent Method.md
Steepest Descent Method.md
 
 
Support Vector Machine.md
Support Vector Machine.md
 
 
Taylor's Theorem.md
Taylor's Theorem.md
 
 
The Alternating Direction Method with Multipliers.md
The Alternating Direction Method with Multipliers.md
 
 
The Barzilai-Borwein Method.md
The Barzilai-Borwein Method.md
 
 
Weighted Majority Algorithm.md
Weighted Majority Algorithm.md
 
 

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