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enhancementhelp wanted
Description
How about adding noisystudent training method?
Contributor guide
- Tech stack
- pythonpytorch
- Domain
- machine learningbackend
- 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.
- stale
- ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
- needs investigation
- Prerequisites
- PyTorchsemi supervised learningrepository training pipeline
- Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
- 25
- Research direction
- The issue requests adding Noisy Student training. First, review the original Noisy Student paper to understand the algorithm. Then, examine the existing training scripts in the repository (e.g., 'train.py') to see how current training loops work. The implementation would likely involve creating a new training function or modifying the existing one to support self training with noise injection. Since the issue lacks details, it may be beneficial to ask maintainers for specific requirements or desired interface.