saeeeeru / dtc-tensorflow

Implementation of Deep Temporal Clustering.

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: [e-mail]

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