Beaker Notebook vs. MLlib Comparison


Beaker Notebook Two Sigma Open Source	MLlib Apache Software Foundation
Learn More about Beaker Notebook Update Features for Beaker Notebook	Learn More about MLlib Update Features for MLlib	Add To Compare	Add To Compare

Beaker Notebook	MLlib
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Beaker Notebook: About BeakerX is a collection of kernels and extensions to the Jupyter interactive computing environment. It provides JVM support, Spark cluster support, polyglot programming, interactive plots, tables, forms, publishing, and more. All of BeakerX’s JVM languages plus Python and JavaScript have APIs for interactive time-series, scatter plots, histograms, heatmaps, and treemaps. The widgets remain interactive in both notebooks saved to disk, and notebooks published to the web. They include unique features for handling many points, nanosecond resolution, zooming, and exporting. BeakerX’s table widget automatically recognizes pandas data frames and allows you to search, sort, drag, filter, format, select, graph, hide, pin, and export to CSV or clipboard. This makes connecting to spreadsheets quickly and easy. BeakerX has a Spark magic with GUIs for configuration, status, progress, and interrupt of Spark jobs. You can either use the GUI or create your own SparkSession with code.	MLlib: About Apache Spark's MLlib is a scalable machine learning library that integrates seamlessly with Spark's APIs, supporting Java, Scala, Python, and R. It offers a comprehensive suite of algorithms and utilities, including classification, regression, clustering, collaborative filtering, and tools for constructing machine learning pipelines. MLlib's high-quality algorithms leverage Spark's iterative computation capabilities, delivering performance up to 100 times faster than traditional MapReduce implementations. It is designed to operate across diverse environments, running on Hadoop, Apache Mesos, Kubernetes, standalone clusters, or in the cloud, and accessing various data sources such as HDFS, HBase, and local files. This flexibility makes MLlib a robust solution for scalable and efficient machine learning tasks within the Apache Spark ecosystem.
Beaker Notebook: Platforms Supported Windows Supported Mac Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	MLlib: 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
Beaker Notebook: Audience Companies seeking a collection of kernels and extensions to the Jupyter interactive computing environment	MLlib: Audience Data scientists and engineers wanting a machine learning solution for efficient data processing and analysis within the Apache Spark framework
Beaker Notebook: Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	MLlib: Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
Beaker Notebook: API Offers API Not Supported	MLlib: API Offers API Supported
Beaker Notebook: Screenshots and Videos View more images or videos	MLlib: Screenshots and Videos View more images or videos
Beaker Notebook: Pricing No information available. Free Version Supported Free Trial Not Supported	MLlib: Pricing No information available. Free Version Not Supported Free Trial Not Supported
Beaker Notebook: 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	MLlib: 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

Beaker Notebook: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported	MLlib: Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported
Beaker Notebook: Company Information Two Sigma Open Source BeakerNotebook.com	MLlib: Company Information Apache Software Foundation Founded: 1995 United States spark.apache.org/mllib/
Beaker Notebook: Alternatives Bokeh	MLlib: Alternatives Apache Spark Apache Software Foundation
Beaker Notebook: PySpark	MLlib: Apache PredictionIO Apache
Beaker Notebook: Apache Spark Apache Software Foundation	MLlib: Apache Mahout Apache Software Foundation
Beaker Notebook: Spark Streaming Apache Software Foundation	MLlib: Amazon EMR Amazon
Beaker Notebook: IBM Analytics for Apache Spark IBM View All	MLlib: PySpark View All
Beaker Notebook: Categories Application Development Supported	MLlib: Categories Machine Learning Supported
Beaker Notebook: Show More Features Application Development Features Access Controls/Permissions Supported Code Assistance Not Supported Code Refactoring Supported Collaboration Tools Supported Compatibility Testing Supported Data Modeling Supported Debugging Not Supported Deployment Management Supported Graphical User Interface Supported Mobile Development Not Supported No-Code Supported Reporting/Analytics Supported Software Development Supported Source Control Supported Testing Management Not Supported Version Control Not Supported Web App Development Not Supported
Beaker Notebook: Integrations Amazon EC2 Not Supported Apache Cassandra Not Supported Apache HBase Not Supported Apache Hive Not Supported Apache Mesos Not Supported Apache Spark Not Supported Hadoop Not Supported Java Not Supported Kubernetes Not Supported MapReduce Not Supported Python Not Supported R Not Supported Scala Not Supported Show More Integrations	MLlib: Integrations Amazon EC2 Supported Apache Cassandra Supported Apache HBase Supported Apache Hive Supported Apache Mesos Supported Apache Spark Supported Hadoop Supported Java Supported Kubernetes Supported MapReduce Supported Python Supported R Supported Scala Supported Show More Integrations View All 13 Integrations
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