PaddlePaddle/VisualDL

Deep Learning Visualization Toolkit(『飞桨』深度学习可视化工具 )

47
/ 100
Emerging

This tool helps deep learning practitioners understand and optimize their models. It takes your training logs and model structures as input, then visualizes key metrics, model architecture, and data distributions through interactive charts. Data scientists, machine learning engineers, and AI researchers can use this to monitor model training and debug performance.

4,877 stars. No commits in the last 6 months.

Use this if you are developing deep learning models and need to visualize training parameters, model structures, data samples, and high-dimensional data distributions to improve model performance.

Not ideal if you are looking for a general-purpose data visualization tool unrelated to deep learning model development.

deep-learning machine-learning-engineering model-optimization training-monitoring AI-research
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 21 / 25

How are scores calculated?

Stars

4,877

Forks

632

Language

HTML

License

Apache-2.0

Last pushed

Jan 22, 2025

Commits (30d)

0

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