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CliqueAI

CliqueAI - AI-Powered Maximum Clique Solver Network

Maximum Clique Mechanism

Four-stage autonomous mechanism for distributed problem solving

Problem Selection

Advanced AI algorithms curate complex graph problems from our distributed database. The system intelligently categorizes challenges by difficulty, graph structure, and computational requirements.

Miner Selection

Smart allocation engine matches problems to miners based on experience levels and historical performance. Stake-weighted distribution ensures optimal resource utilization across the network.

Scoring

Dual-metric evaluation system assesses both solution optimality and algorithmic diversity. This approach rewards accuracy while encouraging innovative problem-solving methodologies.

Weight Setting

Exponential moving average algorithms continuously adjust miner reputation scores. Historical performance data influences future problem allocation and reward distribution.

Documentation

  • Mechanism – Detailed explanation of our mechanism.
  • W&B Logging – Data logging schema for monitoring, analysis, and debugging via Weights & Biases.

Getting Started

Miner

./start_miner.sh --wallet.name <coldkey-name> --wallet.hotkey <hotkey-name> --subtensor.network finney --netuid 83 --logging.info --axon.ip <your-miner-ip> --axon.port <your-miner-port>

Validator

./start_validator.sh --wallet.name <coldkey-name> --wallet.hotkey <hotkey-name> --subtensor.network finney --netuid 83 --logging.info --axon.ip <your-validator-ip> --axon.port <your-validator-port>

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CliqueAI - AI-Powered Maximum Clique Solver Network

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