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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.
Description
Enhance your organization's machine learning capabilities through seamless management, deployment, and monitoring on a premier AI platform, all powered by navio. This tool enables the execution of a wide range of machine learning operations throughout your entire AI ecosystem. Transition your experiments from the lab to real-world applications, seamlessly incorporating machine learning into your operations for tangible business results. Navio supports you at every stage of the model development journey, from initial creation to deployment in a production environment. With automatic REST endpoint generation, you can easily monitor interactions with your model across different users and systems. Concentrate on exploring and fine-tuning your models to achieve optimal outcomes, while navio streamlines the setup of infrastructure and auxiliary features, saving you valuable time and resources. By allowing navio to manage the entire process of operationalizing your models, you can rapidly bring your machine learning innovations to market and start realizing their potential impact. This approach not only enhances efficiency but also boosts your organization's overall productivity in leveraging AI technologies.
API Access
Has API
API Access
Has API
Integrations
TensorFlow
Amazon S3
Google Cloud Storage
JSON
MLflow
Microsoft Azure
Plotly Dash
PyTorch
Python
scikit-learn
Integrations
TensorFlow
Amazon S3
Google Cloud Storage
JSON
MLflow
Microsoft Azure
Plotly Dash
PyTorch
Python
scikit-learn
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
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
Replicate
Country
United States
Website
keepsake.ai/
Vendor Details
Company Name
craftworks GmbH
Country
Austria
Website
www.craftworks.ai/navio
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
Product Features
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization