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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

Threagile enables teams to execute Agile Threat Modeling as seamless as possible, even highly-integrated into DevSecOps environments. Threagile is the open-source toolkit which allows to model an architecture with its assets in an agile declarative fashion as a YAML file directly inside the IDE or any YAML editor. Upon execution of the Threagile toolkit a set of risk-rules execute security checks against the architecture model and create a report with potential risks and mitigation advice. Also nice-looking data-flow diagrams are automatically created as well as other output formats (Excel and JSON). The risk tracking can also happen inside the Threagile YAML model file, so that the current state of risk mitigation is reported as well. Threagile can either be run via the command-line (also a Docker container is available) or started as a REST-Server.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

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

Audience

Anyone looking for a Threat Modeling solution

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Guild AI
Founded: 2018
United States
guild.ai/

Company Information

Threagile
threagile.io

Alternatives

Keepsake

Keepsake

Replicate

Alternatives

Guild Jeweler

Guild Jeweler

Guild Jeweler Software Solutions
Devici

Devici

Security Compass
Podman

Podman

Containers

Categories

Categories

Integrations

Amazon S3
Azure Blob Storage
Docker
Google Cloud Storage
HTML
JSON
Jupyter Notebook
Keras
LaTeX
MXNet
Markdown
Microsoft Excel
PyTorch
TensorFlow
scikit-learn

Integrations

Amazon S3
Azure Blob Storage
Docker
Google Cloud Storage
HTML
JSON
Jupyter Notebook
Keras
LaTeX
MXNet
Markdown
Microsoft Excel
PyTorch
TensorFlow
scikit-learn
Claim Guild AI and update features and information
Claim Guild AI and update features and information
Claim Threagile and update features and information
Claim Threagile and update features and information