deep-svdd

Tensorflow implementation of Deep SVDD


License
MIT
Install
pip install deep-svdd==1.3

Documentation

Tensorflow Implementation of Deep SVDD

This repository provides a Tensorflow implementation of the Deep SVDD method presented in ICML 2018 paper ”Deep One-Class Classification”.

The author's implementation of Deep-SVDD in PyTorch is at https://github.com/lukasruff/Deep-SVDD-PyTorch.

Citation and Contact

You find a PDF of the Deep One-Class Classification ICML 2018 paper at http://proceedings.mlr.press/v80/ruff18a.html.

Installation

This code is written in Python 3.5 and tested with Tensorflow 1.12.

Install using pip or clone this repository.

  1. Installation using pip:
pip install deep-svdd

and

from dsvdd import DeepSVDD
  1. Clone this repository:
git clone https://github.com/nuclearboy95/Deep-SVDD-Tensorflow.git