Ross ROSS = Recommend OSS · open-source software intelligence for agents

zetane/viewer

ML models and internal tensors 3D visualizer observed · 2026-08-28

github.com/zetane/viewer · Python observed · 2026-08-28

Health v2 · maintenance only

23/100

  • Activity 0
  • Release rhythm 8
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2023
  • days_rel: n/a
  • days_push: 1486
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1839 stars · 168 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Zetane Viewer is a free desktop application that visualizes machine learning models and their internal tensors in 3D, showing architecture, feature maps, weights, biases, and layer outputs. It supports ONNX and ZTN model files and can be launched from Python scripts or notebooks via a Python API.

Use cases

  • visualize neural network architecture in 3D
  • inspect internal tensors, weights, and biases of an ML model
  • open and explore ONNX model files
  • debug feature maps and layer outputs of a deep learning model
  • understand what happens inside an AI black box
  • launch a model visualization workspace from a Python notebook

When to choose

  • you want a GUI to visually inspect a model's computational graph and tensors
  • you work with ONNX models and need architecture-level introspection
  • you teach or learn how neural networks process data internally

When to avoid

  • you need programmatic, automated model analysis rather than visual exploration
  • you require an actively maintained tool with recent updates and a clear license
  • you need visualization for frameworks not exportable to ONNX or ZTN formats

Facets

application · maturity maintenance

data-visualization machine-learning gui machine-learning deep-learning data-visualization developer-tools windows python neural-network-visualization onnx tensor-inspection model-interpretability 3d-visualization linux macos

1 source

Member repositories

RepositoryRoleHealth v2
zetane/viewermain23

For agents

markdown · JSON · MCP: product_card(name="zetane/viewer")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem