Jupyter Notebook synthetic-dataset-generation

Open-source Jupyter Notebook projects categorized as synthetic-dataset-generation
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Topics: Python synthetic-data Data Science Machine Learning Deep Learning
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Top 3 Jupyter Notebook synthetic-dataset-generation Projects

  • REaLTabFormer

    A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.

  • nist-crc-2023

    NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!

    • Project mention: Assessing the Quality of Synthetic Data with Data-centric AI | /r/ArtificialInteligence | 2023-07-13

    Data Quality is key for all applications and models, and LLMs are no exception :) I've been working on a small community project with synthetic data using ydata-synthetic, and it really shows! Underrepresentation (category imbalance) and missing data are two of the main issues!

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  • synthetic-dataset-object-detection

    How to Create Synthetic Dataset for Computer Vision (Object Detection) (Article on Medium)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Jupyter Notebook synthetic-dataset-generation related posts

  • World Bank Researchers Open Source REaLTabFormer: A Tabular and Relational Synthetic Data Generation Model

    1 project | /r/machinelearningnews | 21 Feb 2023

  • REaLTabFormer: Generating realistic synthetic data using GPT in Python

    1 project | /r/Python | 20 Feb 2023

  • Show HN: REaLTabFormer – GPT-based synthetic data generator

    1 project | news.ycombinator.com | 17 Feb 2023

Index

What are some of the best open-source synthetic-dataset-generation projects in Jupyter Notebook? This list will help you:

Project Stars
1 REaLTabFormer 184
2 nist-crc-2023 27
3 synthetic-dataset-object-detection 20

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