AGENTS.md@src/gnn/analysis/numpyroA
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AGENTS.md@src/gnn/analysis/numpyro from activeinferenceinstitute/generalized_notation_notation is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/analysis/numpyro/AGENTS.md@git:20260922.c9be8bePins git:20260922.c9be8be in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- activeinferenceinstitute/generalized_notation_notation
- Path
src/gnn/analysis/numpyro/AGENTS.md- Versions recorded
- 2
- Latest version
- git:20260922.c9be8be, committed Sep 22, 2026
- First version recorded
- Sep 6, 2026
- Size
- 1,094 bytes
- Repository stars
- 33
- License
- a license file GitHub does not identify
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# NumPyro Analysis Sub-module ## Overview Framework-specific analysis module for NumPyro simulation outputs. Reads `simulation_results.json` produced by the NumPyro runner and generates belief trajectory, action distribution, and Expected Free Energy (EFE) analysis plots. ## Architecture ``` numpyro/ ├── __init__.py # Package exports └── analyzer.py # NumPyro result analysis and visualization (202 lines) ``` ## Key Functions - **`generate_analysis_from_logs(results_dir, output_dir=None, verbose=False)`** — Main entry point; reads NumPyro JSON results and produces matplotlib visualizations. - **Belief trajectory plotting** — Tracks posterior belief evolution over simulation timesteps. - **Action distribution analysis** — Visualizes policy distributions across actions. ## Dependencies - `numpy`, `matplotlib` (required) - NumPyro (runtime, for producing the results analyzed here) ## Parent Module See [analysis/AGENTS.md](../AGENTS.md) for the overall analysis architecture. **Version**: [pyproject.toml](../../../../pyproject.toml) (canonical)
Read the whole file at its exact version.
How to install
mdr add activeinferenceinstitute/generalized_notation_notation/src/gnn/analysis/numpyro/AGENTS.md@sha256:3f416632065fa0d5The line at the top of this page pins the label git:20260922.c9be8be, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
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Versions
The registry has recorded 2 versions of this file, between Sep 6, 2026 and Sep 22, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260922.c9be8be latest | 2026-09-22 | c9be8be | 1,094 B | A | view · diff |
| git:20260906.e62b9e9 | 2026-09-06 | e62b9e9 | 1,043 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1094 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
activeinferenceinstitute/generalized_notation_notation · 33 stars · license a license file GitHub does not identify · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_erytebk7ephabapp GET https://markdownregistry.com/api/v1/resolve?ref=activeinferenceinstitute/generalized_notation_notation/src/gnn/analysis/numpyro/AGENTS.md GET https://markdownregistry.com/api/v1/blob/3f416632065fa0d5e42b70f50b44d5a01b6a2e0b0e12b3c6c29c6ebbcf136e98
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