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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

IBM Rational ClearCase offers a structured way to manage software assets such as code, design documents, requirements, test plans, and test results. It supports parallel development, automates workspace management, and ensures secure version control along with reliable build audits and flexible access from almost any location. Users can easily manage versions by deleting older ones, creating and removing branches, as well as listing version histories and comparing or merging different versions. The system accommodates both development and integration models, providing a blend of private workspaces and public integration areas. Furthermore, it includes features like user authentication and audit trails to assist organizations in meeting compliance standards with minimal administrative effort. Ultimately, ClearCase empowers teams to manage their personal workspaces while ensuring access to the necessary file and directory versions efficiently. In doing so, it streamlines collaboration and enhances productivity across software development projects.

Description

Keepsake is a Python library that is open-source and specifically designed for managing version control in machine learning experiments and models. It allows users to automatically monitor various aspects such as code, hyperparameters, training datasets, model weights, performance metrics, and Python dependencies, ensuring comprehensive documentation and reproducibility of the entire machine learning process. By requiring only minimal code changes, Keepsake easily integrates into existing workflows, permitting users to maintain their usual training routines while it automatically archives code and model weights to storage solutions like Amazon S3 or Google Cloud Storage. This capability simplifies the process of retrieving code and weights from previous checkpoints, which is beneficial for re-training or deploying models. Furthermore, Keepsake is compatible with a range of machine learning frameworks, including TensorFlow, PyTorch, scikit-learn, and XGBoost, enabling efficient saving of files and dictionaries. In addition to these features, it provides tools for experiment comparison, allowing users to assess variations in parameters, metrics, and dependencies across different experiments, enhancing the overall analysis and optimization of machine learning projects. Overall, Keepsake streamlines the experimentation process, making it easier for practitioners to manage and evolve their machine learning workflows effectively.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Amazon S3
GoLand
Google Cloud Storage
IBM DevOps Deploy
JSON
Kovair QuickSync
PyTorch
Python
Rally Software
Review Board
SmartBear Collaborator
TensorFlow
eQube®-DaaS
scikit-learn

Integrations

Amazon S3
GoLand
Google Cloud Storage
IBM DevOps Deploy
JSON
Kovair QuickSync
PyTorch
Python
Rally Software
Review Board
SmartBear Collaborator
TensorFlow
eQube®-DaaS
scikit-learn

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

Free
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

IBM

Founded

1911

Country

United States

Website

www.ibm.com/products/rational-clearcase

Vendor Details

Company Name

Replicate

Country

United States

Website

keepsake.ai/

Product Features

Configuration Management

Access Control / Permissions
Application Deployment
Automated Provisioning
Infrastructure Automation
Node Management
Orchestration
Reporting Analytics / Visualization
Task Management

Software Configuration Management (SCM)

Automated Cleanup
Branch Merging
Code Review
Concurrency Management
Defect Tracking
Flexible Branching
Rapid Hotfix
Rapid Rebuilds
Regulatory Compliance
Version Control / Management
Workflow / Process Automation

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

Product 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

Alternatives

No Alternatives