GiteeOSCHINA
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KeepsakeReplicate
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Related Products
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About
Deep integration with code, various workflow, flexible hierarchy and visible progress management. Matured security strategy, detailed operation logs and automatic repository snapshots. Professional code management. Efficient project collaboration. R&D efficiency improvement. Comprehensive security protection.
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About
Keepsake is an open-source Python library designed to provide version control for machine learning experiments and models. It enables users to automatically track code, hyperparameters, training data, model weights, metrics, and Python dependencies, ensuring that all aspects of the machine learning workflow are recorded and reproducible. Keepsake integrates seamlessly with existing workflows by requiring minimal code additions, allowing users to continue training as usual while Keepsake saves code and weights to Amazon S3 or Google Cloud Storage. This facilitates the retrieval of code and weights from any checkpoint, aiding in re-training or model deployment. Keepsake supports various machine learning frameworks, including TensorFlow, PyTorch, scikit-learn, and XGBoost, by saving files and dictionaries in a straightforward manner. It also offers features such as experiment comparison, enabling users to analyze differences in parameters, metrics, and dependencies across experiments.
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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
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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
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Audience
Open source developers
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Audience
Developers in need of a tool to manage their code and enhance the efficiency of their workflows
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
¥10.6/user/month
Free Version
Supported
Free Trial
Supported
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Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationOSCHINA
Founded: 2008
China
gitee.com
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Company InformationReplicate
United States
keepsake.ai/
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Alternatives |
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Categories |
Categories |
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Integrations
21YunBox
Supported
Amazon S3
Not Supported
Apache DevLake
Supported
Google Cloud Storage
Not Supported
JSON
Not Supported
Kooder
Supported
PyTorch
Not Supported
Python
Not Supported
SCANOSS
Supported
TensorFlow
Not Supported
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Integrations
21YunBox
Not Supported
Amazon S3
Supported
Apache DevLake
Not Supported
Google Cloud Storage
Supported
JSON
Supported
Kooder
Not Supported
PyTorch
Supported
Python
Supported
SCANOSS
Not Supported
TensorFlow
Supported
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