Page Index - VforVitorio/F1_Strat_Manager GitHub Wiki
64 page(s) in this GitHub Wiki:
- Home
- 🏎️ F1 Strategy Manager
- 📚 Documentation Pages
- VforVitorio/F1_Strat_Manager
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- Overview
- Installation and Setup
- Streamlit Dashboard
- Gap Analysis View
- Time Predictions View
- Machine Learning Models
- Tire Degradation Modeling
- NLP Pipeline
- Sentiment and Intent Analysis
- Integrated NLP Pipeline
- Facts and Data Transformation
- Gap Analysis Rules
- Integrated Rule Engine
- Data Processing Utilities
- Development Environment
- Analyze real-time race data from multiple sources
- Interpret team radio communications
- Sources:
- Key Components
- Race Telemetry (FastF1): Lap times, sector data, tire information
- TCN (Temporal Convolutional Network): Models tire degradation over time
- Sources:
- Sources:
- Strategy Recommendations View: Displays AI-powered recommendations
- Radio Analysis View: Shows insights from team radio communications
- Data Acquisition: Raw data is collected from multiple sources
- Analysis: Machine learning models generate predictions and insights
- Data Analysis: pandas, numpy, matplotlib
- API Clients: fastf1, openf1
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- 🔗 Links & Resources
- 1 Overview
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- 2 Dashboard
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- 3 ML Models
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- 4 NLP Pipeline
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- 5 Expert System
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- 6 Developer
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- Developer Guide
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- Expert System
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- Machine Learning Models
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- NLP Pipeline
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- README
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- Streamlit Dashboard
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- System Architecture
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