Machine Learning Visualizer
Explore and understand machine learning concepts through interactive visual demonstrations
Linear Regression
Visualize how linear regression works with interactive gradient descent animation. Adjust parameters in real-time.
Decision Boundaries
See how different classification algorithms create decision boundaries between classes. Create your own datasets.
Neural Networks
Visualize neural network architecture and see how signals propagate through the network. Customize the architecture.
CNN Visualizer
Visualize how Convolutional Neural Networks process images for digit recognition. Draw digits and see the network in action.
How to Use This Tool
For Students
- •Explore visualizations to reinforce theoretical concepts
- •Adjust parameters to see how they affect model behavior
- •Test your understanding through hands-on interaction
For Educators
- •Use visualizations as classroom demonstrations
- •Illustrate complex concepts with interactive examples
- •Guide students through step-by-step learning