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Fractal_Analysis
Fractal_Analysis PublicPython tool for detecting AI-generated images by analyzing fractal properties of noise residuals — real photos have β ≈ 1.5–2.5, AI outputs fall outside this range.
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Markova_Chain
Markova_Chain PublicPython library for simulating discrete-time Markov chains — stationary and non-stationary (time-varying) transition matrices with NumPy.
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postgresql_hyperlog-log_optimization
postgresql_hyperlog-log_optimization PublicPostgreSQL performance case study: reducing COUNT(DISTINCT) latency on 100M+ rows from 45s to <100ms using HyperLogLog pre-aggregation. ~450x speedup with ±0.4% error.
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