Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Time Series Prediction	762		3 months ago	11	October 16, 2023	11	mit	Python
tfts: Time series deep learning models in TensorFlow
Rgan	413		6 years ago			18	mit	Python
Recurrent (conditional) generative adversarial networks for generating real-valued time series data.
Doppelganger	259		5 months ago			4	bsd-3-clause-clear	Python
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Timeseries_gan	246		6 years ago			6	mit	Python
A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.
Mad Gans	170		5 years ago			11		Python
Applied generative adversarial networks (GANs) to do anomaly detection for time series data
Gan Rnn_timeseries Imputation	118		a year ago			6	mit	Jupyter Notebook
Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
Deepecho	75	6	5 months ago	33	November 13, 2023	11	other	Python
Synthetic Data Generation for mixed-type, multivariate time series.
Gan Ad	49		5 years ago			5		Python
We used generative adversarial networks (GANs) to do anomaly detection for time series data.
Pytorch Gan Timeseries	47		5 years ago			2		Python
GANs for time series generation in pytorch
Mtss Gan	27		4 years ago
MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

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Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

total releases 11most recent commit 3 months ago

Rgan ⭐ 413

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

most recent commit 6 years ago

Doppelganger ⭐ 259

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

most recent commit 5 months ago

Timeseries_gan ⭐ 246

A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.

most recent commit 6 years ago

Mad Gans ⭐ 170

Applied generative adversarial networks (GANs) to do anomaly detection for time series data

most recent commit 5 years ago

Gan Rnn_timeseries Imputation ⭐ 118

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

most recent commit a year ago

Deepecho ⭐ 75

Synthetic Data Generation for mixed-type, multivariate time series.

dependent packages 6total releases 33most recent commit 5 months ago

Gan Ad ⭐ 49

We used generative adversarial networks (GANs) to do anomaly detection for time series data.

most recent commit 5 years ago

Pytorch Gan Timeseries ⭐ 47

GANs for time series generation in pytorch

most recent commit 5 years ago

Mtss Gan ⭐ 27

MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

most recent commit 4 years ago

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