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netron

Visualizer for neural network, deep learning and machine learning models

https://github.com/lutzroeder/netron

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.3%) to scientific vocabulary

Keywords

ai coreml deep-learning deeplearning keras machine-learning machinelearning ml neural-network numpy onnx pytorch safetensors tensorflow tensorflow-lite visualizer
Last synced: 6 months ago · JSON representation

Repository

Visualizer for neural network, deep learning and machine learning models

Basic Info
  • Host: GitHub
  • Owner: lutzroeder
  • License: mit
  • Language: JavaScript
  • Default Branch: main
  • Homepage: https://netron.app
  • Size: 62.1 MB
Statistics
  • Stars: 31,299
  • Watchers: 313
  • Forks: 2,979
  • Open Issues: 21
  • Releases: 104
Topics
ai coreml deep-learning deeplearning keras machine-learning machinelearning ml neural-network numpy onnx pytorch safetensors tensorflow tensorflow-lite visualizer
Created about 15 years ago · Last pushed 6 months ago
Metadata Files
Readme Contributing License

README.md

Netron is a viewer for neural network, deep learning and machine learning models.

Netron supports ONNX, TensorFlow Lite, Core ML, Keras, Caffe, Darknet, PyTorch, TensorFlow.js, Safetensors and NumPy.

Netron has experimental support for TorchScript, torch.export, ExecuTorch, TensorFlow, OpenVINO, RKNN, ncnn, MNN, PaddlePaddle, GGUF and scikit-learn.

Install

macOS: Download the .dmg file or run brew install --cask netron

Linux: Download the .AppImage file or run snap install netron

Windows: Download the .exe installer or run winget install -s winget netron

Browser: Start the browser version.

Python: pip install netron, then run netron [FILE] or netron.start('[FILE]').

Models

Sample model files to download or open using the browser version:

Owner

  • Name: Lutz Roeder
  • Login: lutzroeder
  • Kind: user
  • Company: @microsoft

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 9,038
  • Total Committers: 1
  • Avg Commits per committer: 9,038.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 1,025
  • Committers: 1
  • Avg Commits per committer: 1,025.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Lutz Roeder l****r 9,038

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 536
  • Total pull requests: 182
  • Average time to close issues: 3 months
  • Average time to close pull requests: 11 days
  • Total issue authors: 284
  • Total pull request authors: 50
  • Average comments per issue: 1.85
  • Average comments per pull request: 1.36
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 111
  • Pull requests: 80
  • Average time to close issues: 1 day
  • Average time to close pull requests: 7 days
  • Issue authors: 68
  • Pull request authors: 19
  • Average comments per issue: 0.58
  • Average comments per pull request: 1.23
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • lutzroeder (191)
  • beru (18)
  • xwin (6)
  • aseemw (5)
  • seanshpark (3)
  • yurivict (3)
  • yuslepukhin (3)
  • wanghuancoder (3)
  • kylesayrs (3)
  • Chizkiyahu (3)
  • haifenghan (3)
  • yuc8939 (3)
  • mciprian13 (3)
  • tensorbuffer (2)
  • ohjunee (2)
Pull Request Authors
  • beru (60)
  • seanshpark (10)
  • Copilot (8)
  • mkhsanov (7)
  • kylesayrs (6)
  • zylfried (6)
  • TaoLv (5)
  • megemini (5)
  • HailoRT-Automation (4)
  • navneeth (4)
  • wujunliang00 (4)
  • YHAMSTM (3)
  • huijjj (2)
  • xinyu-intel (2)
  • eltociear (2)
Top Labels
Issue Labels
bug (201) feature (198) no repro (102) help wanted (63) question (20) external (4)
Pull Request Labels
question (2) no repro (1)

Packages

  • Total packages: 4
  • Total downloads:
    • pypi 29,778 last-month
  • Total docker downloads: 1,239
  • Total dependent packages: 12
    (may contain duplicates)
  • Total dependent repositories: 71
    (may contain duplicates)
  • Total versions: 646
  • Total maintainers: 2
pypi.org: netron

Viewer for neural network, deep learning and machine learning models.

  • Versions: 282
  • Dependent Packages: 11
  • Dependent Repositories: 70
  • Downloads: 29,773 Last month
  • Docker Downloads: 1,239
Rankings
Stargazers count: 0.1%
Forks count: 0.2%
Dependent packages count: 1.0%
Average: 1.1%
Docker downloads count: 1.7%
Dependent repos count: 1.8%
Downloads: 2.0%
Maintainers (1)
lutzroeder
Last synced: 6 months ago
proxy.golang.org: github.com/lutzroeder/Netron
  • Versions: 25
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.5%
Average: 5.7%
Dependent repos count: 5.9%
Last synced: 6 months ago
proxy.golang.org: github.com/lutzroeder/netron
  • Versions: 338
  • Dependent Packages: 0
  • Dependent Repositories: 1
Rankings
Dependent repos count: 4.7%
Average: 7.1%
Dependent packages count: 9.6%
Last synced: 6 months ago
pypi.org: wnetron

Viewer for neural network, deep learning, and machine learning models

  • Versions: 1
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 5 Last month
Rankings
Stargazers count: 0.1%
Forks count: 0.2%
Dependent packages count: 2.9%
Average: 16.7%
Dependent repos count: 30.6%
Downloads: 49.9%
Maintainers (1)
jinfagang
Last synced: 6 months ago

Dependencies

.github/workflows/build.yml actions
  • actions/checkout v3 composite
  • actions/setup-node v3 composite
  • actions/setup-python v4 composite
  • github/codeql-action/analyze v2 composite
  • github/codeql-action/autobuild v2 composite
  • github/codeql-action/init v2 composite
.github/workflows/publish.yml actions
  • actions/checkout v3 composite
  • actions/setup-node v3 composite
  • actions/setup-python v4 composite
package.json npm
  • @electron/notarize 1.2.3 development
  • electron 22.0.1 development
  • electron-builder 23.6.0 development
  • eslint 8.31.0 development
  • electron-updater 5.3.0
publish/setup.py pypi