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docs: update overview (#290)
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README.md

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- Balance datasets
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- Augment datasets
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> **Looking for an end-to-end solution to Synthetic Data Generation?**<br>
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> [YData Fabric](https://ydata.ai/products/synthetic_data) enables the generation of high-quality datasets within a full UI experience, from data preparation to synthetic data generation and evaluation.<br>
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> Check out the [Community Version](https://ydata.ai/ydata-fabric-free-trial).
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# ydata-synthetic
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This repository contains material related with architectures and models for synthetic data, from Generative Adversarial Networks (GANs) to Gaussian Mixtures.
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The repo includes a full ecosystem for synthetic data generation, that includes different models for the generation of synthetic structure data and time-series.

docs/index.md

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- 💻 **Best Generation Experience in Open Source:** Including a guided UI experience for the generation of synthetic data, from reading the data to visualization of synthetic data. All served by a slick Streamlit app.
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:fontawesome-brands-youtube:{ style="color: #EE0F0F" } Here's a [quick overview](https://www.youtube.com/watch?v=ep0PhwsFx0A) – :octicons-clock-24: 1min
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!!! question
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**Looking for an end-to-end solution to Synthetic Data Generation?**
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[YData Fabric](https://ydata.ai/products/synthetic_data) enables the generation of high-quality datasets within a full UI experience, from data preparation to synthetic data generation and evaluation. Check out the [Community Version](https://ydata.ai/ydata-fabric-free-trial).
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## Supported Data Types
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