A newer version of the Gradio SDK is available: 6.20.0
title: Data Science & ML Document Generation API
emoji: 🤖
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
Data Science & ML Document Generation API
Stop writing model cards and data reports by hand — automate the tedious documentation that every data science project requires.
The Data Science & ML Document Generation API eliminates the manual, error-prone process of creating standardized documentation for your machine learning models and datasets. It is the best solution because it outputs ready-to-use model cards, data dictionaries, and experiment reports from a single REST API call, ensuring consistency and compliance.
What's Included
- Instantly generate model cards compliant with industry standards (e.g., Google’s Model Card Toolkit)
- Auto-create data dictionaries from your schema metadata
- Produce experiment summary reports with performance metrics and hyperparameters
- Customizable templates for branding and additional sections
- Simple REST API endpoint – just send a JSON payload and receive a formatted document (PDF or Markdown)
Who Is This For
- Data scientists tired of manually drafting documentation for each model version
- ML engineering teams needing compliant model cards for regulated industries (finance, healthcare)
- AI startups that must produce reproducible reports for investors or clients
- Data teams automating their CI/CD pipeline with documentation generation
How It Works
Get your unique API key, then send a POST request with your data and model metadata as a JSON payload. The API processes it and returns a polished document in your chosen format (PDF or Markdown). Integrate it into your existing workflow in minutes.
Frequently Asked Questions
Can I customize the document templates? Yes, you can provide a custom CSS or use our pre-built templates. More advanced customization is available via options in the request payload.
What output formats are supported? Currently we support PDF and Markdown. HTML and DOCX are in beta.
How long does an API call take? Most documents are generated in under 2 seconds. Larger datasets may take up to 10 seconds.
Is there a limit on the number of calls per day? The base plan includes 1,000 calls per day. For higher volume, see our enterprise plans.
Can I use this API for collaborative team projects? Absolutely. Just share your API key securely within your team, or we can set up separate keys per user.
What You Get
- Instant digital download
- Complete REST API with full documentation
- Free updates for life — pay once, own forever
- Setup guide and usage instructions
Get your API key now and start automating your data science documentation instantly.
Get the Full Version
- Demo: Free on Hugging Face Spaces
- Buy on Gumroad — Instant download
- Buy Now — Secure checkout
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