# Model Explorer

Model Explorer offers an intuitive and hierarchical visualization of model
graphs. It organizes model operations into nested layers, enabling users to
dynamically expand or collapse these layers. It also provides a range of
features to facilitate model exploration and debugging, including the ability to
highlight input and output operations, overlay metadata on nodes, display layers
in interactive pop-ups, perform searches, show identical layers, GPU-accelerated
graph rendering, among others. It currently supports TFLite, TF, TFJS, MLIR, and
PyTorch (Exported Program) model format, and provides an extension framework for
developers to easily add support for additional formats.

![](https://raw.githubusercontent.com/google-ai-edge/model-explorer/main/screenshots/main_ui.png)

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Please check out our [Wiki](https://github.com/google-ai-edge/model-explorer/wiki) for
more details:

- [Installation](https://github.com/google-ai-edge/model-explorer/wiki/1.-Installation)
- [User Guide](https://github.com/google-ai-edge/model-explorer/wiki/2.-User-Guide)
- [Command Line Guide](https://github.com/google-ai-edge/model-explorer/wiki/3.-Command-Line-Guide)
- [API Guide](https://github.com/google-ai-edge/model-explorer/wiki/4.-API-Guide)
- [Run in Colab Notebook](https://github.com/google-ai-edge/model-explorer/wiki/5.-Run-in-Colab-Notebook)
- [Develop Adapter Extension](https://github.com/google-ai-edge/model-explorer/wiki/6.-Develop-Adapter-Extension)


A modern model graph visualizer and debugger. 

ai-edge-model-explorer

A modern model graph visualizer and debugger

google-ai-edge

jinjingforever

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Package version is not a valid semantic version (semver).

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Bad dependency semver

Source files contain bidirectional unicode control characters. This could indicate a Trojan source supply chain attack. See: trojansource.codes for more information.

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Bidirectional unicode control characters

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What is bin script confusion?

Bin script confusion

This Chrome extension includes content scripts that execute JavaScript on specified websites.

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Chrome Extension Content Script

This Chrome extension requests host permissions to access specific websites or domains.

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Chrome Extension Host Permission

This Chrome extension requests permissions to access browser APIs, user data, or system features.

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This Chrome extension requests wildcard host permissions that grant broad access to websites.

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Chrome Extension Wildcard Host Permission

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Chronological version anomaly

Project maintainer's SSH key has been compromised.

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Compromised SSH key

(Experimental) Copyleft license information was found.

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Copyleft License

Contains a Critical Common Vulnerability and Exposure (CVE).

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Title

Critical CVE

Contains a high severity Common Vulnerability and Exposure (CVE).

What is a CVE?

High CVE

Uses debug, reflection and dynamic code execution features.

What is debug access?

Debug access

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Deprecated

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Deprecated license

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Dynamic require

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Empty package

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Wildcard dependency

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Git dependency

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High entropy strings

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Unicode homoglyphs

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HTTP dependency

Install scripts are run when the package is installed. The majority of malware in npm is hidden in install scripts.

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Install scripts

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Invalid manifest file

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What are invisible characters?

Invisible chars

(Experimental) Package license has recently changed.

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License change

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License exception

This package is not allowed per your license policy. Review the package's license to ensure compliance.

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License Policy Violation

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Long strings

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Major refactor

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Known malware

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Manifest confusion

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Medium CVE

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Low CVE

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Modified license exception

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Modified license

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Network access

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ai-edge-model-explorer

Model Explorer

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