Image3D Student v0.1.0
Copyright 2026 Lucasgitguy-co.

Original project source, documentation and procedural demonstration artifacts are released under Apache License 2.0.

The optional Idol integration and Gaussian attribute conventions were developed with reference to
speridlabs/idol-sdk, revision 4702a7f00850e34b6e83a2170cc123c3e9570744 (Apache-2.0).
Its architecture is imported as an optional dependency; pretrained teacher weights are not redistributed.
Adaptations in this project: staged loading, query-chunk attention, explicit real-valued RoPE selection,
independent student training, coordinate-preserving Gaussian IO, and diagnostic rendering.
Upstream attribution is retained in licenses/Idol-APACHE-2.0.txt and THIRD_PARTY.md.