anirudhshenoy / pseudo_labeling_small_datasets

Pseudo Labeling for Neural Networks and Logistic Regression/SVMs ( Based on "Pseudo-Label : The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks")

Pseudo Labeling to deal with small datasets

Accompanying blog :

Dataset: https://www.kaggle.com/oddrationale/mnist-in-csv (Download to the 'data' folder)

Credits and References:

1. Dong-Hyun Lee. "Pseudo-Label : The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks" ICML 2013 Workshop : Challenges in Representation Learning (WREPL), Atlanta, Georgia, USA, 2013 (http://deeplearning.net/wp-content/uploads/2013/03/pseudo_label_final.pdf)
2. https://github.com/peimengsui/semi_supervised_mnist
3. https://www.analyticsvidhya.com/blog/2017/09/pseudo-labelling-semi-supervised-learning-technique/