1.3

Notes

Introduction
What is an OPU?
Get started with the OPU
Deep Dive into the OPU
Migration Guide
Release notes

API Reference

lightonml.encoding
lightonml.projections
lightonml.opu
lightonml.datasets
lightonml.utils

Examples

Kernel methods and Random features approximation
Scikit-learn Pipeline and GridSearchCV with the OPU
Saving and loading an OPU for inference
Bitplan encoding and decoding
Transfer learning on the OPU
Recommender system using Randomized SVD
Change point detection using the OPU online mode
Training a binary autoencoder
Training Neural Networks with Direct Feedback Alignment (Upcoming)
Matrix Sketching (Upcoming)
Randomized Matrix Multiplication (Upcoming)
Contributed examples

Advanced

Extending LightOnML

LightOnML

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Randomized Matrix Multiplication (Upcoming)
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Randomized Matrix Multiplication (Upcoming)¶

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