[SYSTEMDS-3235] Scikit-learn to SystemDS dml converter

• Type: Task
• Status: Resolved
• Priority: Major
• Resolution: Fixed
• Fix Version/s: SystemDS 3.0
• Component/s: PythonAPI
• Assignee: Unassigned
• Reporter: Janardhan Pulivarthi
• Created: 03/Dec/21 10:24
• Updated: 08/Dec/21 04:54
• Resolved: 06/Dec/21 09:05

Description

• Basic sklearn pipelines to dml script mapping
• List of supported algorithms DBSCANMapper,
  l2svm, Gaussian, GLM, MultiLogReg
• A distinction between supervised and unsupervised
  algorithms added.
• Simple testing to verify the transformation, and
  add error handling
• Includes basic design documentation and decisions.