Implementation of Positive Unlabeled Learning

Requirements:

Dependencies	Version
Python	3.10.4+
numpy	1.22.3+
torch	1.11.0+
torchvision	0.12.0+
awscli	2.12.1+
terraform	1.5.1+

Usage

cd to the root of this project directory

Start Containers:

docker compose -f docker/docker-compose.yml up engine

Stop Containers:

docker compose -f docker/docker-compose.yml down

Reference

[1] Ryuichi Kiryo, Gang Niu, Marthinus Christoffel du Plessis, and Masashi Sugiyama. (2017).
Positive-Unlabeled Learning with Non-Negative Risk Estimator.,
Advances in neural information processing systems.
https://arxiv.org/pdf/1703.00593.pdf