musicjae / SSL-assignment

Semi-Supervised-Learning

Dataset

• Elliptic Fraud Bitcoin Dataset

Methods

1. Supervised Learning (completed)
2. Self-Training (2007) (completed)
   1. Pseudo Labeling (Semi-Supervised)
3. Phi-model (2017) (completed)
   1. Consistency Regularization (Semi-Supervised)
4. Noisy Student (2020) (completed)
   1. Pseudo Labeling (Semi-Supervised)
5. Pretext-task (completed)
   1. Self-Supervised-Learning

Issues

• need to clean code, refactoring
• Add earlystopping etc..