Details

RapidMiner Labs

Member since Jul 7, 2016

Products by this vendor:

Community Extension
With this RapidMiner Extension you can connect to myExperiment.org and share your RapidMiner processes with data miners around the world.

Converters Extension
This extension contains a number of operators designed for converting different IOObjects into other useful representations.

Data Search for Data Mining
This extension provides various data search and integration methods for enriching (extending) a data table, using a heterogenous tabular corpus. These include Correspondence Search (Search-Join for single attribute) including human-in-the-loop refinements, Unconstrained and Correlation Search. Some operators of this extension require a Data Search server developed by University of Mannheim, which maintains the public enpoints.

Data Search for Data Mining Extension
This extension provides operators for data enrichment and extraction.

Deep Learning
This extension provides Deep Learning capabilities for execution on CPU and GPU.

DM Assistant
The DM Assistant helps you to design processes by recommending operators that well fit with the operators already contained in the current process.

Google_cloud_platform
This extension contains an operator that allows you to use the Google Cloud Speech API to convert audio files to text.

HypGraphs
This extension implements the HypGraphs modeling and analysis approach proposed by Atzmueller et al. (2016). It calculates the evidence score that a hypothesis transition matrix is similar to a given data matrix. For interference calculation the HypTrails algorithm (Singer et al. 2015) is used, by the implementation of Florian Lemmerich (https://bitbucket.org/florian_lemmerich/hyptrails4j).

Intelligent Discovery Assistant
The Intelligent Discovery Assistant fully automatically creates data mining processes based on the specification of input data and a goal.

Keras Extension
The Keras extension allows to use Keras, a high-level Python library for Deep Learning leveraging Tensorflow, Microsoft Cognitive Toolkit (CNTK) or Theano as computation backends.

Model Management
The Model Management extension provides operators to keep track of various different models and their predictive performances.

Operator Toolbox
This extension couples some useful additional operators together.

Parallel Processing Extension
Note: This extension is no longer supported as of RapidMiner Studio 7.2! The Parallel Processing Extension adds new versions of some RapidMiner operators to your data mining system which will perform their tasks in parallel. With this extension you can easily improve the execution speed of many analysis processes by performing sub-processes and sub-tasks in parallel on a multi-core machine.

PDF Table Extraction
This extension provides a convenient way to extract data tables from a PDF document and converts them to RapidMiner exampleset(s). The PDF document can be loaded from a local path or a remote (URL) location.

Prescriptive Analytics
This extension offers an operator to do prescriptive optimization. This means you vary the values of an example to optimize a custom fitness function which may derive from a model. Currently supported optimizers: - Grid - Evolutionary - BYOBA <br/> Note: This is a BETA version!

Process Testing
The Process Testing extension streamlines testing RapidMiner processes for RapidMiner users and extension developers.

R Extension
Note: This extension is no longer supported as of RapidMiner Studio 6.4! Please use the 'R Scripting' extension instead. Arbitrary R models and scripts can now be directly integrated into the RapidMiner analysis processes. The new R perspective offers the known R console together with the great plotting facilities of R.

Reporting Extension
This extension adds new operators to RapidMiner which can be used to generate reports consisting of tables and visualizations generated by RapidMiner.

Series Extension
This extension provides operators for processing time series and includes a variety of preprocessing steps as well as various methods for extracting features from value series.

SharePoint Connector
This extension contains operators, that enable access to Microsoft SharePoint Sites. - List SharePoint Files: Generates a list of files and folders of a site - Download from SharePoint: Downloads files provided

Smile

Spreadsheet Table Extraction
This extension provides operators to extract data tables from online spreadsheet applications and convert them to RapidMiner exampleset(s). Currently, it provides two operators to retrieve data tables from Google Spreadsheets, which uses Google Sheets API and Microsoft Excel Online, which uses Microsoft Graph API.

Time Series
Since version 9.0.0 this extension is automatically included in RapidMiner Studio and Server. Therefore installing this extension now longer required or recommended. The extension adds Operators to perform Time Series analysis. This includes transformations, forecasting, feature extraction, windowing and more.

Web Table Extraction
This extension provides a convenient way to extract data tables from HTML webpages and converts them to RapidMiner exampleset(s). The HTML document can be loaded from a local path or a remote (URL) location.

Word2Vec
Word2Vec is a popular algorithm based on: Efficient Estimation of Word Representations in Vector Space, Mikolov et. al (2013). Training on a single corpus the algorithm will generate one multidimensional vector for each word. These vectors are known to have symantic meanings. A commonly used distance measure is cosine similarity. This implementation is based on the word2vec port available at: https://github.com/allenai/Word2VecJava

Wordnet Extension
The WordNet Extension provides operators to utilize a WordNet database for stemming and detection of related words (synonyms, hypernyms, hyponyms, etc.)