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Machine Learning Visualized

Machine Learning Visualized

Chapter 1. Optimization

Interactive Gradient Descent
Gradient Descent

Chapter 2. Clustering and Reduction

Principal Component Analysis
K-Means Clustering

Chapter 3. Linear Models

Interactive Perceptron
Interactive Logistic Regression
Perceptron
Logistic Regression

Chapter 4. Neural Networks

Neural Network
Neural Network Weights Visualization

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Interactive Logistic Regression

Interactive Logistic Regression#

Adjust the slider values to see how the binary classification curve using the Sigmoid function changes with different parameter values.

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Perceptron

By Gavin Hung