Visdom

Visdom

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About

Guild AI is an open-source experiment tracking toolkit designed to bring systematic control to machine learning workflows, enabling users to build better models faster. It automatically captures every detail of training runs as unique experiments, facilitating comprehensive tracking and analysis. Users can compare and analyze runs to deepen their understanding and incrementally improve models. Guild AI simplifies hyperparameter tuning by applying state-of-the-art algorithms through straightforward commands, eliminating the need for complex trial setups. It also supports the automation of pipelines, accelerating model development, reducing errors, and providing measurable results. The toolkit is platform-agnostic, running on all major operating systems and integrating seamlessly with existing software engineering tools. Guild AI supports various remote storage types, including Amazon S3, Google Cloud Storage, Azure Blob Storage, and SSH servers.

About

Visdom is a visualization tool that generates rich visualizations of live data to help researchers and developers stay on top of their scientific experiments that are run on remote servers. Visualizations in Visdom can be viewed in browsers and easily shared with others. Visdom provides an interactive visualization tool that supports scientific experimentation. Visualizations of plots, images, and text can be easily broadcast for yourself and collaborators. The visualization space can be organized through the Visdom UI or programmatically, allowing researchers and developers to inspect experiment results across multiple projects and debug code. Features like windows, environments, states, filters, and views also provide multiple ways to view and organize important experimental data. Build and customize visualizations for your projects.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Individuals and teams seeking a solution to track experiments, automate pipelines, and optimize their hyperparameters

Audience

Researchers and developers interested in a tool to visualize plots, images, and text

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Guild AI
Founded: 2018
United States
guild.ai/

Company Information

Meta
United States
ai.meta.com/tools/visdom/

Alternatives

Keepsake

Keepsake

Replicate

Alternatives

TensorBoard

TensorBoard

Tensorflow
Guild Jeweler

Guild Jeweler

Guild Jeweler Software Solutions

Categories

Categories

Integrations

Amazon S3 Supported
Azure Blob Storage Supported
GitHub Not Supported
Google Cloud Storage Supported
HTML Supported
Jupyter Notebook Supported
Keras Supported
LaTeX Supported
MXNet Supported
Markdown Supported
PyTorch Supported
Python Not Supported
TensorFlow Supported
scikit-learn Supported

Integrations

Amazon S3 Not Supported
Azure Blob Storage Not Supported
GitHub Supported
Google Cloud Storage Not Supported
HTML Not Supported
Jupyter Notebook Not Supported
Keras Not Supported
LaTeX Not Supported
MXNet Not Supported
Markdown Not Supported
PyTorch Not Supported
Python Supported
TensorFlow Not Supported
scikit-learn Not Supported
Claim Guild AI and update features and information
Claim Guild AI and update features and information
Claim Visdom and update features and information
Claim Visdom and update features and information