AGENTS.md@docs/gnn/implementations git:20261002.399a361A

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# Implementations - Agent Scaffolding

## Overview

**Purpose**: This directory serves as a categorized documentation index for the `Implementations` layer of the GNN Framework.

**Category**: Documentation Index

## Contained Indices

- [PyTorch Framework Implementation](pytorch.md)
- [ActiveInference.jl Framework Implementation](activeinference_jl.md)
- [DisCoPy Framework Implementation](discopy.md)
- [JAX Framework Implementation](jax.md)
- [Stan Framework Implementation](stan.md)
- [RxInfer.jl Framework Implementation](rxinfer.md)
- [PyMDP Framework Implementation](pymdp.md)
- [CatColab Framework Implementation](catcolab.md)
- [NumPyro Framework Implementation](numpyro.md)
- [cpomdp Experimental Implementation](cpomdp.md)
- [THRML Experimental Implementation](thrml.md)


## Implementation Details
This is a reference index. Model-family support, experimental selection, setup
requirements, and acceptance limits live in each linked guide and the maintained
render/executor registries. CatColab is an export integration. The bnlearn and
ngclearn render/execution modules are indexed in [README.md](README.md).