SongDark / timeseries_cgan

Generate temporal sequence using CGAN, implemented in TensorFlow.

CGAN for temporal series generation

Introduction

Generate timeseries under the control of label.

Dependencies

• Tensorflow

Usage

    python cgan.py

Datasets

Name	Link	Class	Dimension	Train Size	Test Size	Truncated
CharacterTrajectories	Download	20	3	1422	1436	182

Generate npz file

Unzip CharacterTrajectories.zip at data/CharacterTrajectories, then run dataprocess.py.

    python dataprocess.py

Generated Sequences

part	Epoch 0	Epoch 200	Epoch 500
part 1
part 2

Loss