AI Lab Simulation

Interactive simulation of neural networks, machine learning algorithms, and AI concepts. Visualize how AI models learn and make decisions in real-time.

Neural Network Visualization

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Control Panel

Simulation Metrics

Epochs Completed: 0
Current Loss: 0.000
Accuracy: 0.0%
Data Points: 50
Active Neurons: 9
Training Progress: 0%

Active Algorithm Info

Neural Network with 3 layers (input: 3 neurons, hidden: 3 neurons, output: 3 neurons). Using backpropagation and gradient descent for optimization.

AI Models in Simulation

Neural Network

A multi-layer perceptron with backpropagation. Visualizes forward and backward passes with adjustable layers and neurons.

Currently Active

K-Means Clustering

Unsupervised learning algorithm that partitions data into K distinct clusters based on feature similarity.

Inactive

Linear Regression

Models the relationship between a dependent variable and one or more independent variables using a linear approach.

Inactive

Decision Boundary

Visualizes how classification algorithms separate different classes in the feature space.

Inactive