Bulk Similarity Calculations for Sparse Embeddings
Author(s): Rodrigo Agundez Originally published on Towards AI. ChunkDot support for sparse matrices Photo by nabil boukala on Unsplash In my previous blog post, I introduced ChunkDot, a library that performs multi-threaded matrix multiplication and cosine similarity. ChunkDot is appropriate for calculating …
Scale Up Bulk Similarity Calculations for Sparse Embeddings
Author(s): Rodrigo Agundez Originally published on Towards AI. ChunkDot support for sparse matrices Photo by nabil boukala on Unsplash In my previous blog post, I introduced ChunkDot, a library that performs multi-threaded matrix multiplication and cosine similarity. ChunkDot is appropriate for calculating …
Cosine Similarity for 1 Trillion Pairs of Vectors
Author(s): Rodrigo Agundez Originally published on Towards AI. Introducing ChunkDot Photo by Tamas Pap on Unsplash UPDATEChunkDot now supports sparse embeddings, you can read more about it here. Bulk Similarity Calculations for Sparse Embeddings ChunkDot support for sparse matrices pub.towardsai.net Success! I …
Building a Content-Based Recommender System
Author(s): Edoardo Bianchi Originally published on Towards AI. A simple web application for movie recommendations This member-only story is on us. Upgrade to access all of Medium. The recommender app. Image by the author. Recommender systems (RSs) are everywhere. Amazon, Netflix, Spotify, …
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