rosejn/cortex

Global average pooling

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#177 opened on Jun 1, 2017

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 (1 comment) (0 reactions) (0 assignees)Clojure (109 forks)batch import
enhancementharderhelp wanted

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Description

https://arxiv.org/pdf/1312.4400.pdf

@benkamphaus: Feel free to add any details we should consider when researching this feature.

Contributor guide

Research direction
Read the referenced paper on global average pooling and study the existing cortex codebase to understand how layers are implemented. Propose a design and outline steps to add the pooling layer.
Tech stack
clojure
Domain
machine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
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.
Stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Unclear
Prerequisites
Clojuremachine learning basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30