Introduction
Quantalytics is a batteries-included toolkit for generating quantitative analytics in Python. With a single install you get:
- Metrics for risk/return evaluation with sensible defaults and rich dataclasses.
- Charts powered by Plotly that reveal strategy behaviour and drawdowns at a glance.
- Reports that compile metrics and visuals into a responsive HTML tear sheet.
Why Quantalytics?
- Fast iteration – Compose NumPy/pandas primitives with ergonomic helpers.
- Beautiful outputs – High contrast palettes and typography for presentation-ready visuals.
- Production friendly – Packaged with PyPI-ready metadata, documentation, and testing hooks.
Get started in minutes:
pip install quantalytics
import quantalytics as qa
metrics = qa.metrics.performance_summary(strategy_returns)
print(metrics.as_dict())