introspector/introspector_4d

Introspector 4D Pack Sharding Dataset是一个用于处理大型Git仓库分片的数据集。它通过4D分层分片技术将Git包映射到一个4维坐标系统中，使用SHA256哈希算法和素数模数（71、59、47、41）进行分片。数据集包含21个Git包文件，总大小为5.2GB，提供了Parquet和JSON两种格式。该数据集在分布式系统、AI/ML、密码学和数学等领域有广泛应用，支持负载均衡、相似性搜索、异常检测和零知识证明等功能。数据集还经过了形式化验证，确保其数学正确性。

The Introspector 4D Pack Sharding Dataset is designed for sharding large Git repositories. It maps Git packs to a 4-dimensional coordinate system using SHA256 hashing and prime moduli (71, 59, 47, 41). The dataset includes 21 Git pack files totaling 5.2GB, available in both Parquet and JSON formats. It has applications in distributed systems, AI/ML, cryptography, and mathematics, supporting load balancing, similarity search, anomaly detection, and zero-knowledge proofs. The dataset is formally verified for mathematical correctness.