LightOnML documentation

LightOnML is a Python3 library to perform computations on optical processing units.

Version 1.0.2

Notes

• Introduction
• What is an OPU?
• Get started with the OPU
• Deep Dive into the OPU

Examples

• Kernel methods and Random features approximation
• Scikit-learn Pipeline and GridSearchCV with the OPU
• Bitplan encoding and decoding
• Transfer learning on the OPU
• Dimensionality reduction
• Training a binary autoencoder
• Contributed examples

LightOnML API Reference

• lightonml.encoding
• lightonml.projections
• lightonml.datasets
• lightonml.utils

LightOnOPU API Reference

• lightonopu.opu
• lightonopu.device
• lightonopu.simulated_device

Advanced

• Extending LightOnML