https://github.com/pratycodes/synthetic-data-generator

https://github.com/pratycodes/synthetic-data-generator

Last synced: 12 months ago
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• Host: GitHub
• URL: https://github.com/pratycodes/synthetic-data-generator
• Owner: pratycodes
• Created: 2025-06-14T15:07:59.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-06-24T11:16:06.000Z (about 1 year ago)
• Last Synced: 2025-06-24T11:30:49.717Z (about 1 year ago)
• Language: Python
• Size: 1.18 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Synthetic Data Generator

## Supported Option Types

- European (Call & Put)

- American (Call & Put)

- Asian (Call & Put)

- Lookback (Call & Put)

- Knock-Out Barrier (Call & Put)

## Usage

```bash

python main.py

````

This will generate synthetic datasets and save them in the `data/` directory as `.csv` files.

## Project Structure

```

main.py              # Entry point to generate data

src/pricing/         # Pricing logic for different option types

data/                # Output CSV files (not tracked in Git)

```

## Requirements

* Python 3.10+

* NumPy