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hashing

Explore machine learning concepts related to hashing. Clear explanations and practical insights.

Concepts Found

Concepts Related to hashing

August 16, 2024

Binary Embeddings

Learn how binary embeddings use 1-bit quantization for ultra-compact vector representations, enabling billion-scale similarity search with 32x memory reduction.

binary-embeddings quantization hashing compression retrieval

7 min readConcept

January 23, 2025

LSH: Locality Sensitive Hashing

Explore how LSH uses probabilistic hash functions to find similar vectors in sub-linear time, perfect for streaming and high-dimensional data.

embeddings search lsh hashing probabilistic streaming

8 min readConcept