# MirroS-Lab/AgentGarten

> Official AgentGarten repository: a neural renderer that turns depth and surface normals exported by simulators and game engines into realistic observations for learning agents. Currently it ships the renderer's training and streaming inference code built on Cosmos3-Nano.

- Magnitude: 3.9 out of 10 — Early signal
- Stars: 89 total · +9 stars measured 2026-10-09, 07:50–10:05 UTC, ≈ 32 by evening
- Star trust: star growth looks organic
- Category: Generative media · Language: Python · License: Apache-2.0 · Created: 2026-10-08 · Last push: 2026-10-09
- GitHub: https://github.com/MirroS-Lab/AgentGarten · Homepage: https://mirros-lab.github.io/agent-garten · Page: https://gitnova.dev/en/r/MirroS-Lab/AgentGarten

## Useful for

- Train the renderer on a custom JSONL manifest of clips with depth, normal and caption
- Run Cosmos3Stream inference with a bounded KV cache to generate video block by block
- Render a checkpoint's validation clips and compare depth, normal, ground truth and sample

## Why it’s here

- Star-counter measurements on 2026-10-09 (UTC), 07:50–10:05: 80 → 89 stars (+9). This is the change over that interval.
- Estimated end-of-day forecast: about +32 stars, using observed gains and the previous day.
- The repository is 1 day old and already has 89 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #191.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 2
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 44 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 3

## Stars per day, last 6 days (oldest → newest, today is partial)

2026-10-04 … 2026-10-09: 0, 0, 0, 20, 56, 9

## Spotted in now

- Top new repositories this week: #191

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-09 10:20 UTC, updated every 30 minutes.