rcolomina / ALOCC_Keras

Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.

How to do Novelty Detection in Keras with Generative Adversarial Network

Keras implementation of paper https://arxiv.org/abs/1802.09088

Adversarially Learned One-Class Classifier or ALOCC for short.

• Tutorial part 1
• Tutorial part 2

How to Run

Require Python 3.5+ and Jupyter notebook installed

Clone or download this repo

git clone https://github.com/Tony607/Keras_TimeseriesGenerator

Install required libraries

pip3 install -r requirements.txt

To Train the model, run this first.

python models.py

To run the notebook for test phase Novelty Detection. In the project start a command line run.

jupyter notebook

In the opened browser window open

test.ipynb