Keepsake vs. Polyaxon Comparison


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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.	About A Platform for reproducible and scalable Machine Learning and Deep Learning applications. Learn more about the suite of features and products that underpin today's most innovative platform for managing data science workflows. Polyaxon provides an interactive workspace with notebooks, tensorboards, visualizations,and dashboards. Collaborate with the rest of your team, share and compare experiments and results. Reproducible results with a built-in version control for code and experiments. Deploy Polyaxon in the cloud, on-premises or in hybrid environments, including single laptop, container management platforms, or on Kubernetes. Spin up or down, add more nodes, add more GPUs, and expand storage.
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 Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers in need of a tool to manage their code and enhance the efficiency of their workflows	Audience DevOps teams looking for a cloud-native Machine Learning and deep learning platform
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 Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not 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 Replicate United States keepsake.ai/	Company Information Polyaxon polyaxon.com
Alternatives Azure Machine Learning Microsoft	Alternatives MLflow
TensorBoard Tensorflow	neptune.ai
Flower	Comet
Weights & Biases	Keepsake Replicate
Google Cloud Deep Learning VM Image Google View All	TensorBoard Tensorflow View All
Categories Machine Learning Supported ML Experiment Tracking Supported Version Control Supported	Categories Machine Learning Supported ML Experiment Tracking Supported

Integrations TensorFlow Supported Amazon S3 Supported Amazon Web Services (AWS) Not Supported Caffe Not Supported Docker Not Supported Google Cloud Platform Not Supported Google Cloud Storage Supported JSON Supported Keras Not Supported Kubernetes Not Supported Microsoft Azure Not Supported PyTorch Supported Python Supported scikit-learn Supported Show More Integrations View All 7 Integrations	Integrations TensorFlow Supported Amazon S3 Not Supported Amazon Web Services (AWS) Supported Caffe Supported Docker Supported Google Cloud Platform Supported Google Cloud Storage Not Supported JSON Not Supported Keras Supported Kubernetes Supported Microsoft Azure Supported PyTorch Not Supported Python Not Supported scikit-learn Not Supported Show More Integrations View All 8 Integrations
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