Project Name | Stars | Downloads | Repos Using This | 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) |