huggingface/pytorch-image-models

Add noisystudent train method

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#254 opened on Oct 15, 2020

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 (1 comment) (0 reactions) (0 assignees)Python (4,595 forks)batch import
enhancementhelp wanted

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Description

How about adding noisystudent training method?

Contributor guide

Research direction
Review existing training scripts and understand the model training pipeline. Then research the Noisy Student algorithm and propose an implementation plan that integrates with the current codebase.
Tech stack
pythonpytorch
Domain
aimachine 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.
1-2 days
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
PythonPyTorchdeep learning basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
55