Jupyter Notebook synthetic-data

Open-source Jupyter Notebook projects categorized as synthetic-data
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Top 9 Jupyter Notebook synthetic-data Projects

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  1. machine-learning-for-trading

    Code for Machine Learning for Algorithmic Trading, 2nd edition.

  2. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo

  3. fg-data-synthetic

    Synthetic data generators for tabular and time-series data

  4. genalog

    Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.

  5. awesome-data-centric-ai

    Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖

  6. REaLTabFormer

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

  7. anonymeter

    A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR

  8. awesome-python-for-data-science

    A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into Data Science! 📊

  9. nist-crc-2023

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

  10. Ainex-Limit-Experiment

    The mathematical proof of AI Model Collapse via Semantic Contraction.

    Project mention: The Ainex Limit: Geometric Proof of LLM Collapse via Recursive Loops | news.ycombinator.com | 2026-01-09
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).

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Index

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

# Project Stars
1 machine-learning-for-trading 17,323
2 fg-data-synthetic 1,641
3 genalog 354
4 awesome-data-centric-ai 351
5 REaLTabFormer 244
6 anonymeter 103
7 awesome-python-for-data-science 96
8 nist-crc-2023 27
9 Ainex-Limit-Experiment 6

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