[SPARK-8757] Check missing and add user guide for MLlib Python API

• Type: Umbrella
• Status: Closed
• Priority: Major
• Resolution: Fixed
• Affects Version/s: 1.5.0
• Fix Version/s: 1.5.0
• Component/s: Documentation, MLlib, PySpark
• Assignee: Unassigned
• Reporter: Yanbo Liang
• Created: 01/Jul/15 10:46
• Updated: 08/Oct/16 08:55
• Resolved: 08/Oct/16 02:52

Description

Some MLlib algorithm missing user guide for Python, we need to check and add them.
The algorithms that missing user guides for Python are list following. Please add it here if you find one more.

• For MLlib
  • Isotonic regression (Python example)
  • LDA (Python example)
  • Streaming k-means (Java/Python examples)
  • PCA (Python example)
  • SVD (Python example)
  • FP-growth (Python example)
• For ML
  • feature
    • CountVectorizerModel (user guide and examples)
    • DCT (user guide and examples)
    • MinMaxScaler (user guide and examples)
    • StopWordsRemover (user guide and examples)
    • VectorSlicer (user guide and examples)
    • ElementwiseProduct (python example)

Issue Links

• incorporates: SPARK-9191 Add ml.PCA user guide and code examples
• Is contained by: SPARK-7536 Audit MLlib Python API for 1.4
• Is contained by: SPARK-9663 ML Python API coverage issues found during 1.5 QA

Sub-Tasks

• Add Python user guide for PowerIterationClustering: Resolved
• Add Python examples for mllib IsotonicRegression user guide: Resolved
• Add Python example for mllib LDAModel user guide: Resolved
• Add Python example for mllib FP-growth user guide: Resolved