This is the Linux app named SwanLab whose latest release can be downloaded as v0.7.11sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SwanLab
DESCRIPTION
SwanLab is an open-source experiment tracking and visualization platform designed to help machine learning engineers monitor, compare, and analyze the training of artificial intelligence models. The tool records training metrics, hyperparameters, model outputs, and experiment configurations so that developers can easily understand how different experiments perform over time. It provides a modern user interface for visualizing results, enabling teams to compare runs, track model performance trends, and collaborate on machine learning research. SwanLab supports both cloud and self-hosted deployments, allowing organizations to run the system privately or integrate it into shared development environments. The platform integrates with a wide range of machine learning frameworks including PyTorch, Transformers, Keras, and other widely used training ecosystems.
Features
- Experiment tracking system for recording AI training metrics and parameters
- Interactive dashboards for visualizing model performance and experiment results
- Integration with frameworks such as PyTorch, Transformers, and Keras
- Support for both cloud-based and self-hosted deployments
- Collaboration tools for comparing experiments across teams
- Automated logging of training runs and hyperparameter configurations
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/swanlab.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
