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| title: FinPulse LOB Zero |
| emoji: 🏃 |
| colorFrom: pink |
| colorTo: red |
| sdk: gradio |
| sdk_version: 6.18.0 |
| python_version: '3.12' |
| app_file: app.py |
| pinned: false |
| license: apache-2.0 |
| thumbnail: >- |
| https://cdn-uploads.huggingface.co/production/uploads/6989c34475b229ddd8f18be3/h5t4A0o5dnFcjp9YxBM4H.png |
| --- |
| # 💹 FinPulse AI: High-Frequency Limit Order Book (LOB) Matrix Visualizer |
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| FinPulse AI is an ultra-fast, decentralized financial market depth analyzer designed to parse, compute, and visualize real-time algorithmic Order Book transactions under a sub-10ms latency loop. Engineered specifically for the **Hugging Face Build Small Hackathon**, this system completely bypasses cloud-heavy infrastructure and operates seamlessly on a **100% Free CPU Tier** layout with **Zero GPU Load**. |
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| ## 🚀 Key Architectural Advantages |
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| - **⚡ Sub-10ms Micro-Latency Engine:** Uses raw in-memory vector calculations powered by NumPy to process rapid-fire market trades with zero delay. |
| - **💸 Zero GPU / Free Hardware Native:** Designed dynamically to eliminate cloud compute costs or hardware limits by processing intensive transactional frames natively on standard basic CPU tiers. |
| - **📊 Interactive Liquidity Depth Heat-Map:** Renders live breathing Ask/Bid data streams using inline high-contrast CSS matrices, mapping real-time support and resistance zones directly on the browser screen. |
| - **🎯 Advanced Order Flow Telemetry:** Instantly extracts underlying Bid-Ask Spreads, Volume Imbalance Vectors, and automated Order Flow Spectrum states for actionable algorithmic analytics. |
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| ## 🛠️ Tech Stack & Optimization Layout |
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| - **Interface Layer:** Gradio 6.0 (Custom Dark Quant-Trading Terminal Hybrid Overhaul) |
| - **Mathematical Processing:** NumPy, Pandas (In-Memory Micro-Imbalance Dispersion Logic) |
| - **Hardware Integration:** Hugging Face Basic CPU Infrastructure (Completely Free Core Environment) |
| - **Development Pipeline:** Python 3.13 Clean Runtime Layer Patch Included |
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| ## 💻 Local In-Memory Installation Guide |
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| To deploy the lightweight micro-terminal node locally on your edge device, execute the following commands sequence: |
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| ### 1. Clone the Production Stream Node |
| ```bash |
| git clone [https://github.com/yourusername/finpulse-lob-zero.git](https://github.com/yourusername/finpulse-lob-zero.git) |
| cd finpulse-lob-zero |
