cypherlabs

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AshayK003 / learned-bloom-filter

Streaming Learned Bloom Filters for dynamic URL blocklists. 50× FNR reduction via hybrid drift-triggered retraining + scalable backup. Research-grade benchmark. Pure Python, zero GPU.

python open-source machine-learning bloom-filter cybersecurity streaming-algorithms membership-query url-blocklist learned-index cypherlabs

Updated Sep 12, 2026
Python

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