Hendra Bunyamin

A Forgiven Sinner and Lecturer at Maranatha Christian University

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github.com/hbunyamin
twitter.com/hendrabunyamin
hendra.bunyamin@it.maranatha.edu
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Machine-Learning

Creating a One-Hot Encoding in PyTorch
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One-hot encoding in PyTorch

Forward and Backpropagation in One Round
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Forward prop and backprop

Gradients of Softmax Output Layer in Gory Details
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The gradients of softmax output layer

Deriving Normal Equation of Linear Regression Model
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How to derive normal equation

Building Logistic Regression Model from Linear Regression Model
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Logistic & linear regression relationship

Computing Gradients of Cost Function from Logistic Regression
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The gradients of logistic regression