/dtc-tensorflow

Implementation of Deep Temporal Clustering.

Primary LanguagePython

dtc-tensorlow

This repository is not official source code of 「Deep Temporal Clustering: Fully Unsupervised Learning of Time-Domain Features」.
We use synthetic dataset (a superposition of sinusoids).
please let me know if you have any questions to email: saeeeeru29@gmail.com

Usage

requirements

  • Written for Python3.x
  • Please check required Python Library in ./requirements.txt

Installation

  1. Install required Python Library
pip install -r ./requirements.txt

Run demo

  1. Learn Deep Temporal Clustering Model

    sh demo.sh

  2. Inference clustering results of learnd Model

    python inference.py