ContinualAI/avalanche

Add (Diaz-Rodriguez, 2018) metrics: A, MS, SSS, CE, CLscore & CLstability

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#213 opened on Dec 10, 2020

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Description

Add (Diaz-Rodriguez, 2018) metrics (A, MS, SSS, CE, CLscore, CLstability)

Contributor guide

Research direction
Review the existing metric implementation patterns in Avalanche, then implement the metrics A, MS, SSS, CE, CLscore, and CLstability as described in Diaz Rodriguez (2018). Ensure they integrate with Avalanche's metric system.
Tech stack
pythonpytorch
Domain
machine learningai
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.
Half day
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.
Mostly clear
Prerequisites
PythonPyTorchContinual Learning basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70