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active-learning

codehub

Useful code

discriminativeactivelearning

Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:

gitignore

A collection of useful .gitignore templates

ict

Code for reproducing ICT ( published in IJCAI 2019)

ladder_network_keras

Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !

learning-materials

Used to share books about machine learning

pytorch2keras

Convert the pre-trained AlexNet from PyTorch to keras by MMdnn

vat-pytorch

Virtual Adversarial Training (VAT) for semi-supervised MNIST written in PyTorch: https://arxiv.org/abs/1704.03976