Sportstensor: Decentralized Sports Prediction
Introduction
Welcome to Sportstensor, where cutting-edge technology meets sports analytics. We're pioneering the world's most accurate decentralized sports prediction algorithm, powered by the Bittensor network. Our subnet tackles the challenges of high-quality data sourcing, complex data analysis and limited access to advanced machine learning models.
Traditionally, the most accurate sports prediction models have been proprietary, restricting innovation to isolated silos. Collectively, miners and validators are redefining what's possible in this field with the collaborative power of decentralization.
Key Features
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🔑 Open source model development
- Sportstensor continuously builds and develops base models for various sports
- Available on HuggingFace for miners to train and improve on
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🏅 Advanced sports analytics
- Strategic planning and performance analysis with predictions made
- Insights and predictions based on historical and real-time data
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💰 Performance-based incentives
- Rewards for comprehensive dataset sourcing
- Incentives for developing high-performance predictive models
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🌐 User-friendly integration
- Intuitive front-end application
- Seamless access to miner predictions
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📈 Scalable improvement
- Dashboard for miner rankings and proximity to target prediction accuracy
- Designed to foster continuous model enhancement for world class results
Roadmap
Phase 1: Foundation (Q3 2024)
- Launch on testnet (172)
- Develop baseline model for soccer (Major League Soccer)
- Develop baseline model for baseball (Major League Baseball)
- Launch website (sportstensor.com)
- Begin marketing for brand awareness and interest
Phase 2: Expansion (Q4 2024)
- Launch front-end application
- Introduce next level of prediction queries and validation metrics
- Collaborations and partnerships with synergistic companies and subnets
- Build our proprietary database for miners
- Achieve competitive baseline prediction accuracy
- Build proprietary LLM chatbot hooked up to miner predictions
- Monetize predictions through front-end
Phase 3: Refinement (Q1 2025)
- Market and sales expansion
- Further develop baseline models
- Expand to basketball and NFL to cover the whole year for sports
- Explore niche sports such as eSports and UFC
- Monetize API access to predictions and proprietary database
- Build super secret Sportstensor tool 😉