nowfound

AI · March 9, 2023

YData SDK

Improve data quality with smart synthetic data

YData SDK launched on March 9, 2023 with 94 votes, #645 of 5,007 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 3 years on.

Visit pypi.org ↗YData SDK alternativestop 13% of March 2023

What it does

The YData SDK allows users to profile their datasets 📊 and use synthetic data 📈 to boost data augmentation, reduce bias, foster data sharing, and alleviate data privacy concerns. It can be used on a simple Python script or Jupyter/Google Colab Notebook! 🪐

YData allows to use the *Data-Centric* tools from the YData ecosystem to accelerate AI development

🚀 YData Package 🎉 Data quality and Synthetic Data for everyone! ydata-sdk is here! Create an account and start using the best worldwide provider of data quality and synthetic data tools today! Read more about the benchmarks . The YData SDK is the leading Python package for data analytics, data science, data engineering and AI development. The solution runs locally and includes a set of integrated components for data ingestion, standardized data quality evaluation, data improvement, and synthetic data generation. Synthetic data can be used as Machine Learning performance enhancer, to augment or mitigate the presence of bias in real data. Furthermore, it can be used as a Privacy Enhancing…from pypi.org

Does a similar job

all alternatives →
  • Yadget2023 · ▲99

    Accelerate your ML & AI testing with reliable synthetic data

  • DA
    dstack – an open-source tool to build data applications easily2020 · ▲134

    Dear HN, I am Riwaj, the cofounder of dstack.ai (https://github.com/dstackai). A few months ago, we built an online service that allows users to publish data visualizations from Python or R. The idea was to build a tool that did not require additional programming or front-end development for publishing data visualizations. Such a code can be invoked from either Jupyter notebook, RMarkdown, Python, or R scripts. Once the data is pushed, it can be accessed via a browser. Open-sourcing dstack: During our customer discovery phase, we realized that dstack.ai should integrate a lot…

  • syntheticAIdata2022 · syntheticaidata.com · ▲59

    Accelerate your vision AI model creation!

  • Misata – synthetic data engine using LLM and Vectorized NumPyDec 2025 · github.com · ▲24

    Hey HN, I’m the author. I built Misata because existing tools (Faker, Mimesis) are great for random rows but terrible for relational or temporal integrity. I needed to generate data for a dashboard where "Timesheets" must happen after "Project Start Date," and I wanted to define these rules via natural language. How it works: LLM Layer: Uses Groq/Llama-3.3 to parse a "story" into a JSON schema constraint config. Simulation Layer: Uses Vectorized NumPy (no loops) to generate data. It builds a DAG of tables to ensure parent rows exist before child rows (referential integrity).…

  • decube2022 · decube.io · ▲80

    Be the first to learn and act on data quality issues.

  • BA

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 19d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 19d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 21d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 22d ago · stillwet.art

  • Beam.win▲379

    Run AI agents on one Mac and use its windows on another

    AI · 5d ago · beam.win

  • Route requests to the right LLM for cost, latency & quality

    AI · 23d ago · fastrouter.ai

Source: Product Hunt launch ↗

Launched alongside, March 2023

the whole month →
  • GPT-4▲1,160

    More accurate, less cringe, smoother & useful daily chats!

    AI · 2023 · openai.com

  • Collato▲972

    One AI search to find anything instantly, across all apps

    AI · 2023

  • Chat with AI using your API keys. Pay only for what you use. ChatGPT, Gemini, Claude, and other LLMs supported. The best chat LLM frontend UI for all AI models.

    AI · 2023 · typingmind.com

  • Meet the internet again

    Work · 2023 · apps.apple.com

  • Sequoia▲726

    Personalized men's sexual health with on-demand experts

    Life & fun · 2023 · sequoia.health

  • BI

    I'm a big fan of the BBC podcast In Our Time -- and (like most people) I've been playing with the OpenAI APIs. In Our Time has almost 1,000 episodes on everything from Cleopatra to the evolution of teeth to plasma physics, all still available, so it's my starting point to learn about most topics. But it's not well organised. So here are the episodes sorted by library code. It's fun to explore. Web scraping is usually pretty tedious, but I found that I could send the minimised HTML to GPT-3 and get (almost) perfect JSON back: the prompt includes the Typescript definition. At the same time I…

    AI · 2023 · genmon.github.io