ML Algorithm Explorer

Interactive visualizations and mathematical explanations of machine learning algorithms. Click on any algorithm to explore its workings in detail.

Predict continuous values by fitting a linear relationship between input and output variables.

Classify data points by estimating probabilities using a logistic function.

Make decisions by splitting data based on feature values in a tree-like structure.

Improve prediction accuracy by combining multiple decision trees.

Find the optimal hyperplane that separates classes with maximum margin.

Model complex patterns through interconnected layers of artificial neurons.