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[DOC] Complete Related Software documentation page #998

@maniktyagi04

Description

@maniktyagi04

Problem

docs/source/related_software.rst is linked from the README.md and the documentation navigation as "Related Software", but the file contains only a bare TODO placeholder. The resulting published page at https://skpro.readthedocs.io/en/latest/related_software.html is empty.

Current State

.. _related_software:

================
Related Software
================

TODO

Expected State

The page should list related software packages in the probabilistic prediction and scientific Python ecosystem, with brief descriptions of their relationship to skpro.

Suggested Content

  • sktime – Unified framework for time series ML; maintained by the same community, integrates with skpro for probabilistic forecasting.
  • scikit-learnskpro is scikit-learn-compatible and extends it with probabilistic prediction capabilities.
  • MAPIE – Uncertainty quantification via conformal prediction; interfaced in skpro.
  • ngboost – Natural Gradient Boosting for probabilistic predictions; interfaced in skpro.
  • cyclic-boosting – Probabilistic boosting algorithms; interfaced in skpro.
  • lifelines – Survival analysis library for Python.
  • pymc – Probabilistic programming in Python.

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