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humblDATA

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humbldata connects the humblfinance web app to its data sources and in-house analysis. A thin wrapper around the most popular open-source financial data providers, with some extra flair to use the same tools and math as the big guys. how do i know? because i used to pay a pretty penny for it! no longer... OSS is here to save the day!

🌟 Main Features 🌟

  • humblCHANNEL

    • Quantitative trading signal tool that provides objective, mathematics-based buy and sell signals
    • Works with any tradable asset with available time series data
    • Customizable for different trading styles (day trading, swing trading, long-term investing)
    • Eliminates emotional decision-making with precise price channels

  • humblCOMPASS

    • Economic regime identification and asset allocation guidance
    • Helps navigate different market conditions with data-driven insights
    • Provides strategic investment direction aligned with current market regimes

  • humblMOMENTUM

    • Momentum-based signal indicators for timing market entries and exits
    • Track asset performance relative to market trends
    • Identify emerging opportunities before they become mainstream

  • humblPORTFOLIO

    • Interactive portfolio management dashboard
    • Integrates data from humblCHANNEL and humblCOMPASS
    • Provides real-time asset overview with buy/sell recommendations
    • Risk management tools to prevent significant drawdowns

  • Realized Volatility Estimators

    • All volatility calculations from Euan Sinclair's book, plus additional models
    • ⚡ Lightning fast estimators powered by Rust under the hood
    • Essential for accurate risk assessment and position sizing

Getting Started

Install with pip:

pip install humbldata

Install with poetry:

poetry add humbldata

Install with uv:

uv add humbldata

Documentation

For complete documentation on the library's features, architecture, and how to contribute, please visit: https://humblfinance.github.io/humblDATA/

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for humblFinance from gravatar.com humblFinance

Credits

Author: jenningsFantini

Requires

Python <3.13, >=3.11

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