# @neith/engine-ml-deformer

Neith sovereign ML Deformer + Deformer Graph: a real MLP neural model (linear
layers, ReLU/tanh, deterministic seeded init) trained by backprop+SGD to map a
skeletal pose to per-vertex deformation deltas (muscle bulge), a per-character
model pack with quality/speed tiers and asset-reimport delta rebuild, a cloth
pre-roll approximator, and a Deformer Graph node chain (linear-blend-skin,
morph-target blend, ML deform, custom compute) applied over a pose with rig
integration, deformation debug visualisation and cross-platform determinism
(phase 173.8)

## At a glance

- **Path:** `libs/neith/engine-ml-deformer`
- **Domain:** neith (active)
- **Owner:** @GreyChimp
- **Docs:** [deep-dive](/docs/domains/neith/deep-dive) ·
  [systems one-pager](/docs/systems/lib-neith.md)
- **Nx project:** `@neith/engine-ml-deformer`

## Commands

```bash
pnpm nx test @neith/engine-ml-deformer
pnpm nx lint @neith/engine-ml-deformer
```

<!-- Generated starting point (audit F-3): owners, replace this note with usage examples and API notes. -->