AI Experiment Tracking and Visualization Platform
3.8k 2026-04-13
SwanHubX/SwanLab
An open-source, modern-design AI training tracking and visualization tool that integrates with 50+ mainstream frameworks, simplifying experiment management for AI teams.
Core Features
Comprehensive AI experiment tracking and visualization (metrics, charts, hardware, video, text)
Flexible deployment: Cloud, Self-hosted, and Kubernetes support
Deep integration with 50+ mainstream AI frameworks (PyTorch, Transformers, Keras, etc.)
Advanced dashboard with features like LightningBoard, experiment grouping, baseline comparison, and custom charts
Team collaboration, API access, and resume/breakpoint training support
Detailed Introduction
SwanLab is an open-source, modern-design platform dedicated to AI training tracking and visualization. It empowers machine learning teams to effortlessly manage, monitor, and analyze their experiments by integrating with over 50 mainstream AI frameworks like PyTorch, Transformers, and Keras. Offering both cloud and self-hosted deployment options, including Kubernetes, SwanLab provides a robust suite of features for real-time metric logging, hardware monitoring, advanced data visualization, and team collaboration, streamlining the entire AI development lifecycle.