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Model Visualizers · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesModel Visualizers

Graphical interfaces for inspecting the architecture, layers, and parameters of machine learning models.

Distinguishing note: Specifically targets the visual inspection of model architectures rather than general data visualization or model training.

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  • lutzroeder/netron

    lutzroeder/netron

    32,413View on GitHub↗

    Netron is a visualizer for neural network and machine learning models. It provides a graphical interface that renders model architectures as interactive node-link diagrams, allowing users to inspect internal layers, tensors, and metadata. By performing static analysis, the tool enables the examination of model definitions without executing the underlying machine learning code. The software distinguishes itself through a schema-driven parsing engine that translates diverse proprietary model formats into a unified internal graph structure. This approach ensures interoperability, allowing users

    Examine internal model layers and structures by opening files directly within a web browser or a dedicated desktop application to verify data flow and architecture.

    JavaScriptaicoremldeep-learning
    32,413View on GitHub↗