tensorboard
TensorBoard: Visualization Toolkit for ML
When to Use This Skill
Use TensorBoard when you need to:
- Visualize training metrics like loss and accuracy over time
- Debug models with histograms and distributions
- Compare experiments across multiple runs
- Visualize model graphs and architecture
- Project embeddings to lower dimensions (t-SNE, PCA)
- Track hyperparameter experiments
- Profile performance and identify bottlenecks
- Visualize images and text during training
Users: 20M+ downloads/year | GitHub Stars: 27k+ | License: Apache 2.0
Installation
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