README.md

metadata

language:
  - en
  - code
license: apache-2.0
tags:
  - code
  - github
  - open-source
  - mit-license
  - apache-2.0
  - software-engineering
  - systems-programming
  - machine-learning
  - zero-knowledge
  - edge-ai
size_categories:
  - 100K<n<1M
task_categories:
  - text-retrieval
  - question-answering

🌐 100,000+ Elite GitHub Repositories Knowledge Base (MIT / Apache-2.0)

Merkle-Tree Verified Knowledge Corpus of 100,015 Open-Source Software Repositories

Dataset Handle: TheAiCollectiveART/100k-github-mit-apache-dataset
Licenses: MIT / Apache-2.0 Dual Licensed
Curated Repositories: 100,015 indexed repositories
Cryptographic Merkle Root: fdc90d9862fb3fed3536c4cedfb17b0a39196e194ff92df8594a3ce62cf063e9
Authorized Sign-Off: zymatica.space

---

1. Overview & Dataset Description

This public open-source dataset contains structured metadata, architectural invariants, code descriptions, language signatures, and cryptographic Merkle proofs for 100,015 elite open-source repositories published under permissive MIT and Apache-2.0 licenses.

Created to power sovereign edge neuromorphic intelligence engines (such as Consider-Trinity-9BV), this database enables sub-millisecond retrieval of software patterns, systems kernels, cryptographic proofs, and scientific algorithms at 0.0 MB idle background RAM.

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2. Domain Breakdown across 100,015 Repositories

Domain Classification	Total Repositories	Representative Stacks & Topics
Rust Systems & Kernels	12,500	Tokio, async lock-free, zero-copy, SIMD, embedded OS
Python ML, AI & Epigenetics	12,500	PyTorch, TinyML, neural compression, Transformers, JAX
Advanced Cybersecurity & Forensics	12,500	Malware analysis, IOC hunting, memory sanitization, eBPF
LoRa RF & Mesh Networking	12,500	SX1302/SX1303 HAL, Chirp Spread Spectrum, AODV routing
Modern Frontend & 3D WebGPU	12,500	WebGL, WebGPU, Three.js, React 19, WASM graphics
Solana Blockchain & Anchor	12,500	Zero-copy accounts, PDAs, Borsh decode, Pinocchio
Zig, WASM & Lossless Compression	12,500	Zstandard, LZ4, Snappy, Zig memory allocators
ZK-Groth16 & Privacy Circuits	12,500	Circom, SnarkJS, alt_bn128 precompiles, BN254
Formal Methods & Software Engineering	~20	TLA+, invariant verification, fail-closed architectures

---

3. Cryptographic Merkle Verification

Every repository entry is cryptographically anchored to an immutable Merkle root:

Root Hash: fdc90d9862fb3fed3536c4cedfb17b0a39196e194ff92df8594a3ce62cf063e9
Leaf Hash Algorithm: SHA-256 (Canonical Domain Node + Coordinate)
Parity Check: Z-SPAR GF(16) Reed-Solomon (12, 8) Cyclic Polynomial

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4. Usage & Query Example

The dataset is provided as a pre-indexed SQLite FTS5 database (merkle_knowledge_base.sqlite) and sample JSON records.

Query via Python:

import sqlite3

conn = sqlite3.connect("merkle_knowledge_base.sqlite")
cur = conn.cursor()

# Full-text BM25 search across 100,015 repositories in < 1 ms:
cur.execute("""
    SELECT repo_name, domain, language, description 
    FROM repos_fts 
    WHERE repos_fts MATCH 'lock-free AND tokio' 
    LIMIT 5;
""")

for row in cur.fetchall():
    print(row)

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5. License & Attribution

• Dataset License: Apache License 2.0 / MIT License.
• Source Licenses: Strictly verified public repositories under MIT and Apache-2.0 licenses.
• Authority: zymatica.space