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+ ---
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+ license: mit
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+ task_categories:
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+ - other
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+ language:
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+ - en
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+ tags:
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+ - subset-sum
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+ - np-complete
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+ - blockchain
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+ - proof-of-work
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+ size_categories:
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+ - n<1K
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+ ---
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+
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+ # COINjecture/SubsetSum_Solutions
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+
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+ ## Dataset Description
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+
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+ **Subset Sum Problem** solutions from the COINjecture Network B blockchain.
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+
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+ Subset Sum problem instances and solutions from COINjecture Network B blockchain mining
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+
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+ This dataset contains real-world computational problem instances and their solutions that were generated and validated through blockchain consensus using Proof-of-Useful-Work (PoUW).
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+
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+ ## Dataset Structure
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+
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+
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+ ### Schema
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+
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+ Each record contains:
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+ - `problem_id`: Unique identifier for the problem instance
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+ - `problem_type`: "SubsetSum"
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+ - `problem_data`: Subset Sum problem specification
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+ - `numbers`: List of integers
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+ - `target`: Target sum to achieve
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+ - `solution_data`: Subset Sum solution (indices)
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+ - `indices`: List of indices from numbers array that sum to target
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+ - `problem_complexity`: Difficulty weight of the problem
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+ - `bounty`: Token reward for solving (in smallest unit)
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+ - `time_asymmetry`: Ratio of solve time to verify time
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+ - `space_asymmetry`: Ratio of solve memory to verify memory
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+ - `solve_energy_joules`: Energy consumed during solution
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+ - `verify_energy_joules`: Energy consumed during verification
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+ - `total_energy_joules`: Total energy consumed
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+ - `energy_asymmetry`: Ratio of solve energy to verify energy
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+ - `work_score`: Computed work score based on asymmetries
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+ - `block_height`: Blockchain height where solution was accepted
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+ - `timestamp`: Unix timestamp of solution
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+ - `status`: Problem status (Mined, Validated, etc.)
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+ - `energy_measurement_method`: Method used for energy measurement
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+ - `submission_mode`: How problem was submitted (mining, public, private)
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+
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+
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+ ### Data Fields
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+
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+ All records include comprehensive metrics:
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+ - **Asymmetry Metrics**: Time, space, and energy asymmetries between solving and verification
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+ - **Energy Measurements**: Detailed energy consumption during computation
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+ - **Work Scores**: Blockchain consensus work scores based on computational asymmetries
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+ - **Blockchain Metadata**: Block height, timestamps, miner addresses
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+
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+ ### Data Splits
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+
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+ This is a continuously growing dataset with new solutions added as they are mined on the blockchain.
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+
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+ ## Dataset Creation
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+
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+ ### Source Data
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+
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+ Solutions are generated through the COINjecture Network B blockchain's mining process, where miners solve NP-hard problems to mine blocks.
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+
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+ ### Energy Measurement
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+
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+ Energy measurements use platform-specific methods:
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+ - **Linux**: RAPL (Running Average Power Limit) interface
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+ - **macOS**: powermetrics
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+ - **Fallback**: CPU TDP-based estimation
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+
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+ ## Considerations for Using the Data
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+
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+ ### Bias and Limitations
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+
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+ - Problem difficulty varies based on blockchain difficulty adjustment
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+ - Energy measurements may use estimation on platforms without hardware monitoring
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+ - Solutions represent successfully mined blocks only (failed attempts not recorded)
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ COINjecture Network B - Autonomous blockchain dataset generation
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+
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+ ### Licensing
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+
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+ MIT License
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+
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+ ### Citation
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+
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+ ```bibtex
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+ @misc{coinjecture_netb_subsetsum,
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+ author = {COINjecture Network B},
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+ title = {Subset Sum Problem Solutions from Proof-of-Useful-Work Blockchain},
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+ year = {2025},
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+ publisher = {Hugging Face},
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+ url = {https://huggingface.co/datasets/COINjecture/SubsetSum_Solutions}
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+ }
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+ ```
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+
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+ ### Contact
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+
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+ For issues or questions, please open an issue on the [COINjecture GitHub repository](https://github.com/Quigles1337/COINjecture1337-REFACTOR).
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+
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+ ---
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+
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+ **Generated automatically by COINjecture Network B blockchain nodes**