SmileSmile

This extension wraps functionality from the Smile library (http://haifengl.github.io/smile/) and provides them as operators.

This extension wraps functionality from the Smile library (http://haifengl.github.io/smile/) and provides them as operators.

Smile is a fast and comprehensive machine learning engine. They focus on Speed, Ease of Use, Comprehensive, Natural Language Processing and Mathematics and Statisitcs.

Currently the extension provides the following Operators:

  • Anomaly:
    • Gaussian Mixture (new in 0.1.0)
  • Blending:
    • t-SNE (new in 0.1.0, from Operator Toolbox Extension)
  • Cleansing:
    • Probabilistic Principal Component Analysis (PPCA) (new in 0.1.0)
  • Clustering:
    • G-Means (new in 0.1.0)
  • Models:
    • Parametric Probability Estimator (new in 0.1.0, from Operator Toolbox Extension)
  • Regression:
    • Lasso Regression (new in 0.1.0)

Version 0.1.0 (2019-02-08)

  • Extension release
  • New operator Gaussian Mixture
  • New operator G-Means 
  • New operator Probabilistic Principal Component Analysis 
  • New operator Lasso Regression
  • Operator t-SNE copied from Operator Toolbox Extension
  • Operator Parametric Probability Estimator copied from Operator Toolbox Extension

Product Details

Version 0.1.0
File size 1.2 MB
Downloads 381 (2 Today)381 downloads
Vendor RapidMiner Labs
Category Machine Learning
Released 2/8/19
Last Update 2/8/19 10:38 AM
(Changes)
License AGPL
Product web site
Rating 0.0 stars(0)