Neural Tangents Reference
Neural Tangents (neural_tangents
– nt
) is a set of tools for constructing and training infinitely wide
neural networks (a.k.a. NTK, NNGP).
Public API:
Internal:
Colab Examples:
Papers:
- Neural Tangents: Fast and Easy Infinite Neural Networks in Python
- Fast Finite Width Neural Tangent Kernel
- Infinite attention: NNGP and NTK for deep attention networks
- On the infinite width limit of neural networks with a standard parameterization
- Fast Neural Kernel Embeddings for General Activations
Other Resources: