├── AIC_BIC.pdf ├── ALS_for_recommendation.pdf ├── AlphaEvolve.pdf ├── Bayesian_inference.pdf ├── Benford.pdf ├── Cauchy_distribution.pdf ├── Chain_rule.pdf ├── Computational_complexity.pdf ├── Fun_probabilities.pdf ├── KDE.pdf ├── Kernel_trick.pdf ├── Missing_data_imputation.pdf ├── PCA.pdf ├── VC_theory.pdf ├── gradient_backpropagation.pdf ├── non_convexity_lf_complex_models.pdf ├── parametric_density_estimation.pdf ├── pca_case_study.pdf └── variational_autoencoder.pdf /AIC_BIC.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/abenslimaneakawahid/ML-and-maths-theory/HEAD/AIC_BIC.pdf -------------------------------------------------------------------------------- /ALS_for_recommendation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/abenslimaneakawahid/ML-and-maths-theory/HEAD/ALS_for_recommendation.pdf 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