Keepsake vs. scikit-image 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 scikit-image is a collection of algorithms for image processing. It is available free of charge and free of restriction. We pride ourselves on high-quality, peer-reviewed code, written by an active community of volunteers. scikit-image provides a versatile set of image processing routines in Python. This library is developed by its community, and contributions are most welcome! scikit-image aims to be the reference library for scientific image analysis in Python. We accomplish this by being easy to use and install. We are careful in taking on new dependencies, and sometimes cull existing ones, or make them optional. All functions in our API have thorough docstrings clarifying expected inputs and outputs. Conceptually identical arguments have the same name and position in a function signature. Test coverage is close to 100% and code is reviewed by at least two core developers before being included in the library.
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 Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not 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 Developers and professionals requiring a free solution offering algorithms for their image processing projects
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API 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 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 Replicate United States keepsake.ai/	Company Information scikit-image United States scikit-image.org
Alternatives Azure Machine Learning Microsoft	Alternatives scikit-learn
TensorBoard Tensorflow	Pillow
Flower	Insight Toolkit (ITK) ITK
Weights & Biases	Bokeh
Google Cloud Deep Learning VM Image Google View All	Dask View All
Categories Machine Learning Supported ML Experiment Tracking Supported Version Control Supported	Categories Image Processing API Supported

Integrations Python Supported Akira AI Not Supported Amazon S3 Supported Cython Not Supported Google Cloud Storage Supported JSON Supported Label Studio Not Supported MLReef Not Supported PostgresML Not Supported PyTorch Supported TensorFlow Supported Yamak.ai Not Supported Yandex Data Proc Not Supported ZenML Not Supported scikit-learn Supported Show More Integrations View All 7 Integrations	Integrations Python Supported Akira AI Supported Amazon S3 Not Supported Cython Supported Google Cloud Storage Not Supported JSON Not Supported Label Studio Supported MLReef Supported PostgresML Supported PyTorch Not Supported TensorFlow Not Supported Yamak.ai Supported Yandex Data Proc Supported ZenML Supported scikit-learn Not Supported Show More Integrations View All 9 Integrations
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