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AI Playground

Machine Learning Algorithm Lab

Explore and visualize ML algorithms interactively. Select an algorithm, adjust parameters, and watch it learn in real-time.

Select Algorithm

Parameters

Linear Regression

Predicts continuous values by fitting a linear relationship between features and target.

Supervised Learning
Linear Regression - Gradient DescentFeature (X)Target (Y)-1-10011Equationy = 0.00x + 0.00MSE: NaNLegendData PointsFitted LineResidualsIteration: 0 / 100 | LR: 0.01
0
Step
1.0000
Loss
0.0%
Accuracy
0100 iterations

Python Code

Algorithm Type

Learns from labeled data to make predictions on new data.

Classification / RegressionLinReg