annoviko/pyclustering

[pyclustering.cluster.ema] 'random_state' parameter

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#608 opened on Jun 15, 2020

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EnhancementGood First Issue

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Description

Introduction 'random_state' parameter should be introduced in order to provide control to random seed value that is used during the processing.

Description

  • random_state parameter should be passed via **kwargs in __init__ to ema and used by the algorithm.
  • Implement test that demonstrates that two runs bring the same result.

Contributor guide

Research direction
Add a 'random state' parameter to the EMA algorithm via **kwargs in init and use it. Write a test to verify reproducibility.
Tech stack
python
Domain
data
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Under 1 hour
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
85