RBM · local configuration 67

Purpose & architecture

RBM is local Generator Core registry configuration 67, created by NewRBM in the energy package. Its exact constructor and configuration settings are preserved below.

The shared implementation computes an energy, performs short Langevin-style refinement and emits the refined vector alongside an energy-derived score. Train compares the energy of target data with a short negative-sampling chain. The YINYANG configuration is constructed by the function named NewYOUR.

The partition-function equation in the header describes a model family; the code does not establish a computed normalized density. The loss calculation and sampling loop do not by themselves constitute a trained energy model, and Train itself does not update weights.

This source generation

This record follows the claude/improve-math-logic-ehIW1 branch of Janady13/complete-agi-core at commit 33aa84f2aa61cedbe010240ada7f4efbdfe795a7. The snapshot identifies the source inspected in this audit. It is not a statement about which revision is currently running on a device.

Recovered implementation structure

These paths locate the components and entry points represented by this build. The source register contains their inspected revisions.

• generator_core/pkg/generators/energy/energy.go

Behavior & verification limits

The partition-function equation in the header describes a model family; the code does not establish a computed normalized density. The loss calculation and sampling loop do not by themselves constitute a trained energy model, and Train itself does not update weights.

Original project documentation

The following documentation is preserved as a dated source account. Claims in it retain the source’s wording and must be read alongside the implementation notes above.

func NewRBM() *EnergyGenerator {
	g := NewEnergyGenerator(67, "RBM", "rbm")
	g.Config().Params["visible_units"] = 256
	g.Config().Params["hidden_units"] = 128
	return g
}

Equations in this build

2 linked mathematical records. Each opens its notation, interpretation and source.

Related systems & versions