---
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](https://journalscribe7.gumroad.com/l/tqvlmq)** — Instant download
- **[Buy Now](https://buy.stripe.com/fZubJ16mXe2M09a1ZicZc12)** — Secure checkout

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