Jupyter Notebook synthetic-data

Open-source Jupyter Notebook projects categorized as synthetic-data
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Machine Learning Data Science Python Deep Learning Artificial intelligence
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video.
Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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Top 9 Jupyter Notebook synthetic-data Projects

synthetic-data

  1. machine-learning-for-trading

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

  2. Stream

    Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

    Stream logo

  3. ydata-synthetic

    Synthetic data generators for tabular and time-series data

  4. awesome-data-centric-ai

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

  5. genalog

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

  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. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo

  10. synthetic-data-genomics

    Proof of concept code from Gretel.ai and Illumina using generative neural networks to create synthetic versions of mouse genotype and phenotype data.

  11. nist-crc-2023

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

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 15,194
2 ydata-synthetic 1,558
3 awesome-data-centric-ai 336
4 genalog 330
5 REaLTabFormer 231
6 anonymeter 89
7 awesome-python-for-data-science 85
8 synthetic-data-genomics 37
9 nist-crc-2023 27

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Stream - Scalable APIs for Chat, Feeds, Moderation, & Video.
Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
getstream.io

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