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Model Perspective
Model Perspective
Aug 20, 2022 · Fundamentals

Unlock SciPy’s Sparse Graph Algorithms: Shortest Paths, MSTs & More

This article lists the key SciPy sparse‑graph functions—such as connected components, Laplacian, various shortest‑path algorithms, traversals, minimum spanning tree, flow and matching utilities—and provides Python code examples demonstrating their use.

PythonSciPygraph algorithms
0 likes · 4 min read
Unlock SciPy’s Sparse Graph Algorithms: Shortest Paths, MSTs & More
DataFunTalk
DataFunTalk
Sep 20, 2020 · Artificial Intelligence

Building a Production‑Ready Recommendation System with Python, LLR, and ElasticSearch

This tutorial explains how to construct a recommendation system by loading transaction data, creating sparse user‑item and item‑item matrices, applying Log‑Likelihood Ratio for item similarity, and indexing the results into ElasticSearch for real‑time serving, using Python and open‑source big‑data tools.

Data ProcessingElasticsearchLLR
0 likes · 16 min read
Building a Production‑Ready Recommendation System with Python, LLR, and ElasticSearch