---
title: GEARS
description: GEARS is a geometric deep learning model that predicts outcomes of novel
  multi-gene perturbations
tags:
- perturbation
- single-cell
- source-code
license: MIT
source_url: https://github.com/snap-stanford/GEARS
---

# GEARS

> **Mirrored metadata.** This card is reproduced on Atlas for discovery. The artifact itself is not hosted here — follow the source link for the files, and refer to the upstream licence for terms of use.

GEARS is a geometric deep learning model that predicts outcomes of novel multi-gene perturbations

Upstream repository: `snap-stanford/GEARS`.

**Source:** https://github.com/snap-stanford/GEARS

**Licence:** MIT

_This model is part of the Atlas demo catalogue. See the repository history for provenance._