Shypd.aiThe largest open index of AI toolsydata-synthetic is an open-source package for generating synthetic tabular and time-series data. It leverages state-of-the-art generative models and offers a low-code experience with a UI interface.
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ydata-synthetic is an open-source Python package designed for generating synthetic tabular and time-series data. It incorporates state-of-the-art generative models, including various GAN architectures like CTGAN, WGAN, and TimeGAN, as well as Gaussian Mixture models. The tool provides a low-code experience for quick data generation and features a Streamlit-based UI for an intuitive workflow, from training models to generating and profiling synthetic data samples. It supports diverse applications such as privacy compliance, bias removal, dataset balancing, and augmentation, making it a versatile solution for data scientists and developers working with sensitive or limited datasets.
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