Synthetic time series data generation

This page summarizes the projects mentioned and recommended in the original post on /r/pytorch
gan-architectures Gan Deep Learning synthetic-data Tensorflow2

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  • ydata-synthetic

    Synthetic data generators for tabular and time-series data

    • Ydata synthetic is a library that includes a TimeGan to generate time series data. https://github.com/ydataai/ydata-synthetic

  • Conditional-Sig-Wasserstein-GANs

    • You can also try SigCWGans: https://github.com/SigCGANs/Conditional-Sig-Wasserstein-GANs

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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