Photonic KAN simulation for PyTorch
Project description
photokan
Photonic KAN simulation for PyTorch — an open-source bridge between Kolmogorov-Arnold Networks and photonic hardware constraints.
Status: Coming soon. Follow development at photokan.dev.
What's Coming
PhotonicKANLayer— KAN layer with photonic hardware constraints- Photonic simulation backend with realistic TFLN noise models
- Energy cost estimation per operation
- MNIST / CIFAR-10 benchmarks: GPU vs simulated photonic execution
- Model profiler for photonic offload candidate detection
Install
pip install photokan
License
MIT
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