Market Miner Pro 2026

Release Python TensorFlow License

📥 Quick Download

Click the button below to download the latest Windows Installer:

Download Market Miner Pro 26

🚀 Market Miner Pro 2026 — Initial Release (v1.0.0)

We are excited to launch the first official version of Market Miner Pro 2026! This application is designed to bridge the gap between complex financial data and actionable insights for retail investors.

💎 Key Features

  • Deep Market Data Mining Seamlessly fetch comprehensive historical and real-time financial data via the Yahoo Finance API. Market Miner Pro doesn't just pull prices; it "mines" across multiple data points to give you a complete picture of a ticker's performance.

  • AI-Powered Trend Analysis (TensorFlow) At the heart of Market Miner is a custom TensorFlow engine. TensorFlow is an industry-leading machine learning platform that allows the app to process vast amounts of historical data through a Neural Network.

    • Predictive Modeling: Utilizes Long Short-Term Memory (LSTM) layers to identify complex temporal patterns in stock price movements.
    • Data-Driven Insights: Unlike simple moving averages, our AI looks for non-linear relationships in market volatility to help forecast potential trend shifts.

  • Ultra-Lightweight & Secure Installer Experience a "zero-dependency" setup. The standalone Windows installer packages all necessary libraries into a single, optimized environment.

⚙️ Technical Stack

The application is built on Python 3.12.9 for peak performance and modern syntax support. To ensure a professional-grade experience, we utilize a robust stack of industry-standard libraries:

  • TensorFlow: Powers the deep learning and neural network logic.
  • yfinance: Handles the secure extraction of market data from Yahoo Finance.
  • Pandas & NumPy: For high-performance data manipulation and numerical computation.
  • Matplotlib: Generates high-fidelity visual charts and trend graphs.
  • PySide6 / PyQt6: Provides the sleek, modern Graphical User Interface (GUI).

💻 System Requirements

  • Operating System: Windows 10 or 11 (64-bit)

  • Note for Mac/Linux Users: Currently, only a Windows installer is provided. Support for macOS is on our future roadmap.

    🛠️ Installation Guide

  • Download: Grab the MarketMiner_Pro_2026_Setup.exe from the button above or the Assets section in the sidebar.

  • Run Setup: Open the installer.
    • Note: As an independent developer, you may see a "Windows protected your PC" popup. Click More Info then Run Anyway to proceed.
  • Launch: Once finished, use the EagleFins desktop shortcut to start your first mining session.

⚠️ Disclaimer

Market Miner Pro 2026 is for educational and informational purposes only.

  • Not Financial Advice: The information, analysis, and AI-generated trends provided by this application do not constitute investment, financial, or trading advice. Users should consult with a qualified financial professional before making any investment decisions.
  • Accuracy of Data: While this app utilizes the Yahoo Finance API, EagleFins cannot guarantee the absolute accuracy, completeness, or timeliness of the market data provided.
  • AI Limitations: The TensorFlow-powered trend analysis is based on historical data patterns. Past performance is not an indicator of future results. AI models can produce "hallucinations" or incorrect predictions based on market anomalies, black swan events, or volatility.
  • Risk of Loss: Trading stocks and securities involves significant risk. You are solely responsible for any financial gains or losses incurred while using this software.