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What is SourceGear Vault?

SourceGear Vault Pro provides an all-encompassing solution for version control and bug tracking, specifically designed for professional development teams, while Vault Standard is aimed at users who require only version control features. Utilizing a strong client/server framework, it employs technologies such as Microsoft SQL Server and IIS Web Services to boost performance, scalability, and security. This software is not only budget-friendly but also straightforward to install and navigate, allowing teams to begin their projects without delay. Vault maintains data integrity by executing source code changes as atomic operations within a SQL Server database, with the client-server communication carried out through HTTP using data compression and binary deltas, optimizing remote access. Additionally, Vault boasts distinctive features like Line History and Event Notifications to enhance the overall user experience. From its inception, SourceGear Vault has been crafted for users migrating from Microsoft Visual SourceSafe, making it an excellent option for those already accustomed to that interface. Ultimately, Vault distinguishes itself in the version control arena by prioritizing user needs and delivering efficient performance, ensuring it remains a competitive choice for development teams. With its continuous updates and commitment to user satisfaction, Vault is poised to adapt to the evolving demands of the software development landscape.

What is Keepsake?

Keepsake is an open-source Python library tailored for overseeing version control within machine learning experiments and models. It empowers users to effortlessly track vital elements such as code, hyperparameters, training datasets, model weights, performance metrics, and Python dependencies, thereby facilitating thorough documentation and reproducibility throughout the machine learning lifecycle. With minimal modifications to existing code, Keepsake seamlessly integrates into current workflows, allowing practitioners to continue their standard training processes while it takes care of archiving code and model weights to cloud storage options like Amazon S3 or Google Cloud Storage. This feature simplifies the retrieval of code and weights from earlier checkpoints, proving to be advantageous for model re-training or deployment. Additionally, Keepsake supports a diverse array of machine learning frameworks including TensorFlow, PyTorch, scikit-learn, and XGBoost, which aids in the efficient management of files and dictionaries. Beyond these functionalities, it offers tools for comparing experiments, enabling users to evaluate differences in parameters, metrics, and dependencies across various trials, which significantly enhances the analysis and optimization of their machine learning endeavors. Ultimately, Keepsake not only streamlines the experimentation process but also positions practitioners to effectively manage and adapt their machine learning workflows in an ever-evolving landscape. By fostering better organization and accessibility, Keepsake enhances the overall productivity and effectiveness of machine learning projects.

Media

Media

Integrations Supported

Amazon S3
Devart ODBC Drivers
Google Cloud Storage
JSON
PyTorch
Python
TensorFlow
dbForge Source Control
scikit-learn

Integrations Supported

Amazon S3
Devart ODBC Drivers
Google Cloud Storage
JSON
PyTorch
Python
TensorFlow
dbForge Source Control
scikit-learn

API Availability

Has API

API Availability

Has API

Pricing Information

$349 one-time payment
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

SourceGear

Company Location

United States

Company Website

www.sourcegear.com/vault/

Company Facts

Organization Name

Replicate

Company Location

United States

Company Website

keepsake.ai/

Categories and Features

Bug Tracking

Backlog Management
Filtering
Issue Tracking
Release Management
Task Management
Ticket Management
Workflow Management

Source Code Management

Access Controls/Permissions
Bug Tracking
Build Automation
Change Management
Code Review
Collaboration
Continuous Integration
Repository Management
Version Control

Version Control

Branch Creation / Deletion
Centralized Version History
Code Review
Code Version Management
Collaboration Tools
Compare / Merge Branches
Digital Asset / Binary File Storage
Isolated Code Branches
Option to Revert to Previous
Pull Requests
Roles / Permissions

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Version Control

Branch Creation / Deletion
Centralized Version History
Code Review
Code Version Management
Collaboration Tools
Compare / Merge Branches
Digital Asset / Binary File Storage
Isolated Code Branches
Option to Revert to Previous
Pull Requests
Roles / Permissions

Popular Alternatives

Popular Alternatives

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