Top 19 data-generation Open-Source Projects

• Grounded-Segment-Anything

  11 13,481 8.0 Jupyter Notebook

  Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

  

Project mention: Tooling for bulk image data set manipulation? | /r/computervision | 2023-06-27

• generatedata

  20 2,177 7.1 TypeScript

  A powerful, feature-rich, random test data generator.

Project mention: Generate any sort of random data in any format | news.ycombinator.com | 2023-12-05

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• SDV

  59 2,141 9.4 Python

  Synthetic data generation for tabular data

  

Project mention: Synthetic data generation for tabular data | news.ycombinator.com | 2024-02-27

Can someone help me understand the licensing of this?

https://github.com/sdv-dev/SDV/blob/main/LICENSE

It was MIT licensed up until 2022 where it was changed to what it is now, where they say that it will become MIT again 4 years after release... but is that from when the license was changed or the first release of the software in GitHub?

• CTGAN

  2 1,140 8.5 Python

  Conditional GAN for generating synthetic tabular data.

  

Project mention: Ctgan: Generating synthetic data in Python using GANs | news.ycombinator.com | 2024-02-05

• StreamData

  0 841 5.5 Elixir

  Data generation and property-based testing for Elixir. 🔮

• Mockneat

  13 523 0.0 Java

  MockNeat - the modern faker lib.

• regexp-examples

  2 520 0.0 Ruby

  Generate strings that match a given regular expression

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• Copulas

  1 504 7.3 Python

  A library to model multivariate data using copulas.

  

• genalog

  1 295 0.0 Jupyter Notebook

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

  

• REaLTabFormer

  5 183 5.5 Jupyter Notebook

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

  

• rapiddweller-benerator-ce

  3 128 8.5 Java

  BENERATOR is a leading software solution to generate, obfuscate, pseudonymize and migrate data for development, testing, and training purposes with a model-driven approach.

  

• awesome-synthetic-data

  1 100 10.0

  📖 A curated list of resources dedicated to synthetic data (by gretelai)

  

• DeepEcho

  1 88 7.6 Python

  Synthetic Data Generation for mixed-type, multivariate time series.

  

Project mention: DeepEcho: Synthetic Data Generation Library | news.ycombinator.com | 2024-02-05

• mockingbird

  3 73 6.7 TypeScript

  Mockingbird is a mock streaming data generator (by tinybirdco)

  

Project mention: Streaming analytics | /r/dataengineering | 2023-07-06

You could generate synthetic data to build your dashboard, either with normal Python or something like https://github.com/tinybirdco/mockingbird. Or, get some old data and have a script push it row by row into Kafka to emulate a stream.

• hypothesis-graphql

  3 40 6.9 Python

  Generate arbitrary queries matching your GraphQL schema, and use them to verify your backend implementation.

• trainer

  4 28 8.1 Python

  Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs. (by gretelai)

  

• tdk-demo

  3 16 8.4 YAML

  This is a collection of TDK demo projects that use different databases and options

  

• data-caterer

  3 14 8.9 Scala

  Data generation and validation tool for any data source

  

Project mention: Show HN: Data Caterer – Data generation and validation tool | news.ycombinator.com | 2024-03-22

• dummPy

  1 0 2.9 Python

  An application that produces fake (dummy) data for Data analysis practice.

• SaaSHub

  www.saashub.com sponsored

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

  

data-generation related posts

• Show HN: Data Caterer – Data generation and validation tool
  1 project | news.ycombinator.com | 22 Mar 2024
• Show HN: Data Caterer – Data generation and validation tool
  1 project | news.ycombinator.com | 22 Mar 2024
• Ctgan: Generating synthetic data in Python using GANs
  1 project | news.ycombinator.com | 5 Feb 2024
• Synth: A tool for generating realistic data using a declarative data model
  1 project | news.ycombinator.com | 26 Oct 2023
• Streaming analytics
  1 project | /r/dataengineering | 6 Jul 2023
• What are some good publicly available real-time data sources?
  6 projects | /r/dataengineering | 25 May 2023
• The cute demo if you want to generate test data for your DB
  1 project | /r/data | 24 Mar 2023
• A note from our sponsor - WorkOS
  workos.com | 30 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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