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Ranking Python Packages

Python packages with the GitHub topic ranking. Sorted by relevance, with stars and monthly downloads.
dorianbrown
rank-bm25

A Collection of BM25 Algorithms in Python

6.5M 1K 107
PrithivirajDamodaran
flashrank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

554K 971 69
vivekjoshy
openskill

Multiplayer Rating System. No Friction.

200K 348 26
tensorflow
tensorflow-ranking

Learning to Rank in TensorFlow

70K 3K 477
recommenders-team
recommenders

Best Practices on Recommendation Systems

24K 22K 3K
dustalov
evalica

Evalica, your favourite evaluation toolkit

21K 62 5
lucasmaystre
choix

Inference algorithms for models based on Luce's choice axiom

20K 193 32
teddykoker
torchsort

Fast, differentiable sorting and ranking in PyTorch

3K 861 41
caserec
caserecommender

A recommender systems framework for Python

3K 499 95
srvanrell
ranking-table-tennis

Ranking system based on rating points for table tennis players.

2K 0 2
pfmonville
whole-history-rating

a python convertion from the ruby implementation of Rémi Coulom's Whole-History Rating (WHR) algorithm.

2K 69 14
semoglou
cake-ensemble

Confidence in Assignments via K-partition Ensembles

1K 1 0
AstraZeneca
rexmex

A general purpose recommender metrics library for fair evaluation.

1K 277 25
arclabs561
ranklab

Learning-to-rank losses and evaluation

1K 0 0
allegro
allrank

allRank is a framework for training learning-to-rank neural models

853 1K 129
lucasmaystre
kickscore

Pairwise comparisons with flexible time-dynamics.

768 62 17
krishsharma0413
discordlevelingcard

A library with leveling cards for your discord bot.

695 44 5
mohsenhariri
scorio

Bayesian evaluation and ranking toolkit

643 5 5
Ematrion
rstt

Ranking Simulation Testing Tool

612 2 0
ulf1
bwsample

Sampling algorithm for best-worst scaling sets.

530 7 1
microsoft
pre-reco-utils

Best Practices on Recommendation Systems

482 22K 3K
mrjleo
fast-forward-indexes

Efficient interpolation-based ranking on CPUs

436 11 8
microsoft
pysarplus

Best Practices on Recommendation Systems

433 22K 3K
ekhiru
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.

426 18 2
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