Gitee

Gitee

OSCHINA
Keepsake

Keepsake

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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.

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.

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

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

Audience

Open source developers

Audience

Developers in need of a tool to manage their code and enhance the efficiency of their workflows

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

¥10.6/user/month
Free Version Supported
Free Trial Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

OSCHINA
Founded: 2008
China
gitee.com

Company Information

Replicate
United States
keepsake.ai/

Alternatives

Alternatives

TensorBoard

TensorBoard

Tensorflow
Beanstalk

Beanstalk

Wildbit

Categories

Categories

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
scikit-learn Not Supported

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
scikit-learn Supported
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