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kolmogorov-arnold-networks-guide

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Papers and tutorials on KAN learnable activation networks

When to use

• KAN architecture overview
• pykan implementation examples
• KAN vs MLP comparison
• KAN variants and extensions
• Symbolic regression with KAN
• Scientific discovery applications
• Interpretable ML models

When not to use

• General neural network training
• LLM scaling
• High-dimensional scaling
• Fast training optimization

Skill page

Source