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Variational Bayes

March 18, 2021 2 min read

Bayesian Statistics Machine Learning
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The EM Algorithm (2): Evidence Lower Bound and KL Divergence

March 17, 2021 2 min read

Bayesian Statistics Machine Learning
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The EM Algorithm

March 17, 2021 3 min read

Bayesian Statistics Machine Learning
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Conjugate Prior Distributions

March 16, 2021 3 min read

Bayesian Statistics Machine Learning
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Lagrange Multipliers

March 16, 2021 3 min read

Mathematics Optimization
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The Binomial Distribution and Related Distributions

March 16, 2021 2 min read

Statistics Machine Learning
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Fundamentals of Bayesian Estimation

March 16, 2021 3 min read

Bayesian Statistics Machine Learning
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Maximum Likelihood Estimation for the Normal Distribution

March 16, 2021 3 min read

Statistics Machine Learning
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Basic Terminology in Statistics and Machine Learning

March 15, 2021 2 min read

Statistics Machine Learning
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Fundamentals of Probability

March 15, 2021 3 min read

Statistics Machine Learning
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The Normal Distribution (Gaussian Distribution)

March 15, 2021 2 min read

Statistics Machine Learning
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How to Unify Data Types When Converting NumPy Arrays to PyTorch Tensors

February 15, 2021 1 min read

PyTorch
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Supervised Learning with Neural Networks in PyTorch

February 15, 2021 2 min read

Machine Learning
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Building a Free Blog with Markdown Using GitHub Pages and Hugo

February 4, 2021 3 min read

Other Hugo GitHub
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Unscented Transformation: Algorithm and Python Implementation

January 25, 2021 5 min read

Machine Learning Filtering Python
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Training Neural Networks with Genetic Algorithms in Python

January 9, 2021 5 min read

Swarm Intelligence Machine Learning Python
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Bayesian Linear Regression: From Least Squares to Bayesian Estimation

January 8, 2021 4 min read

Bayesian Statistics Machine Learning Python
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Fundamentals of Information Theory: From Entropy to Mutual Information (PRML 1.6)

January 7, 2021 4 min read

Machine Learning Information Theory
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Particle Swarm Optimization (PSO) and Two-Swarm Cooperative PSO (TCPSO) with Matlab

January 7, 2021 6 min read

Swarm Intelligence Optimization Matlab
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SQL Table Creation and Modification with DDL

January 4, 2021 3 min read

SQL Database
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