Top K Python Packages

datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

caserecommender

Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems

heavykeeper

Heavykeeper algorithm for Top-K elephant flows - python

rankcal

Calibration and uncertainty quantification for ranking systems.

mallows-models

Mallows Kendall. A python package to for Mallows Model with top-k and complete rankings using Kendall's-tau distance. By Ahmed Boujaada, Fabien Collas and Ekhine Irurozki. We present methods for inference in the Mallows Model (MM), the best-known distribution for permutations. This is short tutorial for top-k rankings and complete rankings under the Kendall's-tau distance. Theoretical details are given in Fabien Collas and Ekhine Irurozki (2020). Concentric mixtures of Mallows Models for top-k rankings: sampling and identifiability. In: International Conference on Machine Learning (ICML 21). 2021.

top-k-models

Python Data Tool: Top-k classification and model selector