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