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ai-edge-model-explorer

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library0.1.32pypypi✓ verified 80d ago

A modern model graph visualizer and debugger for TensorFlow Lite, MediaPipe, and other ML models. Provides an interactive graph viewer to inspect model structure, tensors, and operations. Current version 0.1.32, pre-release state with frequent updates.

ai-mldata
pip install ai-edge-model-explorer
package ↗homepage ↗
INSTALL
IMPORT
SIG · AI-EDGE-MODEL-EXPL
A
ai-edge-model-explorer
ai-mlpythonv0.1.32
Install
14.8s avg
Import
—
Disk
526MB
Pass rate
5/ 10
Env Coverage5 / 10
glibc
3.9–3.13
musl
3.9–3.13
Install & Compatibility
Where this runs
tested against v0.1.32 · pip install
no network on importno background threads
Install × environment matrix
Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux
musl
py 3.10–3.95 runs
build_error
glibc
py 3.10–3.95 runs
installs and imports cleanly · install 14.8s · import 0.000s · 530MB
526MB installed
● package 526MB
Code
Verified usage

Verified import paths — ran on the pinned version, not inferred.

ModelExplorerGraphs
✓ from model_explorer import ModelExplorerGraphs
✗ from google.ai import model_explorer
Adapter
✓ from model_explorer import Adapter
NodeDataProvider
✓ from model_explorer import NodeDataProvider

Load a TFLite model and open the graph visualizer in a web browser.

from google.ai import model_explorer # Launch the interactive viewer (opens browser) model_explorer.visualize('path/to/model.tflite')
model_explorer --version
Debug
Known issues
breakingImport path changed after 0.1.0: use 'from google.ai import model_explorer' instead of 'import ai_edge_model_explorer'.
fix
Update imports to use the google.ai namespace.
affects: <0.1.0
gotchaThe library requires a modern browser. It may not work in headless environments without a display server (e.g., remote SSH).
fix
Use a virtual display (like Xvfb) or ensure a desktop environment.
affects: all
deprecatedSupport for TensorFlow 1.x models is deprecated in 0.1.20+. Models must be exported as TF2 SavedModel or TFLite.
fix
Convert models to TF2 format or use TFLiteConverter.
affects: >=0.1.20
Upgrade
Version history
0.1.32latest on PyPI · released Feb 9, 2026
Audit
Dependencies

No dependency data recorded yet.

Agent activity
52 hits · last 30 days
node
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OpenAI (training)
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Resources
packagehttps://pypi.org/project/ai-edge-model-explorer/ ↗
homepagehttps://ai.google.dev/edge/model-explorer ↗
ai-edge-model-explorer — pip install ai-edge-model-explorer · libregistry