GiteeOSCHINA
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KeepsakeReplicate
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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
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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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
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
¥10.6/user/month
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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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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Categories |
Categories |
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Integrations
21YunBox
Amazon S3
Apache DevLake
Google Cloud Storage
JSON
Kooder
PyTorch
Python
SCANOSS
TensorFlow
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Integrations
21YunBox
Amazon S3
Apache DevLake
Google Cloud Storage
JSON
Kooder
PyTorch
Python
SCANOSS
TensorFlow
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