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Search results for time series synthetic data

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14 search results found

Synthetic data generation for tabular data

Ydata Synthetic ⭐ 1,201

Synthetic data generators for tabular and time-series data

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

Doppelganger ⭐ 259

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

Deepecho ⭐ 75

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

Generative modeling of synthetic time series data and time series augmentations

Netshare ⭐ 59

(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare

A software package for statistically significant shapelet mining

☝️ Change point detection

Synthetic Data Gen ⭐ 39

Various methods for generating synthetic data for data science and ML

Awesome Synthetic Data ⭐ 28

📖 A curated list of resources dedicated to synthetic data

Mtss Gan ⭐ 27

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

Synthetic financial time series generation with regime clustering

Testing Statistical Laws In Complex Systems ⭐ 6

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