Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Sdv | 1,787 | 18 | 3 months ago | 118 | December 05, 2023 | 147 | other | Python | ||
Synthetic data generation for tabular data | ||||||||||
Ydata Synthetic | 1,201 | 2 | 3 months ago | 31 | December 08, 2023 | 46 | mit | Jupyter Notebook | ||
Synthetic data generators for tabular and time-series data | ||||||||||
Orion | 962 | 1 | 19 days ago | 39 | November 10, 2023 | 37 | mit | Python | ||
A machine learning library for detecting anomalies in signals. | ||||||||||
Time Series Prediction | 762 | 4 months ago | 11 | October 16, 2023 | 11 | mit | Python | |||
tfts: Time series deep learning models in TensorFlow | ||||||||||
Ad_examples | 738 | 2 years ago | 2 | mit | Python | |||||
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network. | ||||||||||
Rgan | 413 | 6 years ago | 18 | mit | Python | |||||
Recurrent (conditional) generative adversarial networks for generating real-valued time series data. | ||||||||||
Doppelganger | 259 | 6 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 | ||||||||||
Data_science_blogs | 232 | a year ago | 7 | Jupyter Notebook | ||||||
A repository to keep track of all the code that I end up writing for my blog posts. | ||||||||||
Deepecho | 75 | 6 | 5 months ago | 33 | November 13, 2023 | 11 | other | Python | ||
Synthetic Data Generation for mixed-type, multivariate time series. | ||||||||||
Tsgm | 60 | 4 months ago | 3 | September 28, 2023 | 9 | apache-2.0 | Python | |||
Generative modeling of synthetic time series data and time series augmentations |