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Machine Learning

Explore machine learning algorithms through interactive visualizations. Step through gradient descent, watch clusters form, and understand how models learn from data.

Gradient Descent

Interactive optimization visualization on mathematical functions

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Linear Regression

Linear Regression

Gradient descent optimization for fitting a line to data points

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Polynomial Regression

Polynomial Regression

Curve fitting with gradient descent training

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Logistic Regression

Logistic Regression

Binary classification with sigmoid activation

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K-Nearest Neighbors

Instance-based classification using distance metrics

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K-Means Clustering

K-Means Clustering

Unsupervised learning for grouping similar data

IntermediateTry it →