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Top 13 learning-to-rank open source projects

Deep recommender models using PyTorch.

✭ 2,623

python shell deep-learning machine-learning pytorch recommender-system matrix-factorization learning-to-rank

Learning to Rank in TensorFlow

✭ 2,362

python Jupyter Notebook Starlark shell deep-learning machine-learning information-retrieval ranking learning-to-rank recommender-systems

Lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

✭ 3,884

python machine-learning recommender-system matrix-factorization recommender learning-to-rank

SERank

An efficient and effective learning to rank algorithm by mining information across ranking candidates. This repository contains the tensorflow implementation of SERank model. The code is developed based on TF-Ranking.

✭ 42

python shell dnn learning-to-rank sequence-wise

recsys2019

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019

✭ 26

Jupyter Notebook python challenge recurrent-neural-networks xgboost recommender lightgbm learning-to-rank acm recommender-system recommender-systems recommendation-algorithms catboost tensorflow-ranking

stringsifter

A machine learning tool that ranks strings based on their relevance for malware analysis.

✭ 567

python Dockerfile machine-learning strings reverse-engineering learning-to-rank malware-analysis fireeye-flare fireeye-data-science

Ranked-List-Loss-for-DML

CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

✭ 56

shell learning-to-rank image-retrieval deep-metric-learning image-clustering fine-grained-recognition open-set-recognition

ltr-tools

Set of command line tools for Learning To Rank

✭ 13

java solr visualisation ltr learning-to-rank apache-solr lambdamart-model

src

tools for fast reading of docs

✭ 40

python javascript HTML CSS Batchfile information-retrieval learning-to-rank systematic-literature-reviews active-learning fastread

FastAP-metric-learning

Code for CVPR 2019 paper "Deep Metric Learning to Rank"

✭ 93

matlab python pytorch learning-to-rank metric-learning matconvnet cvpr deep-metric-learning

fastrank

My most frequently used learning-to-rank algorithms ported to rust for efficiency. Try it: "pip install fastrank".

✭ 43

rust python shell machine-learning learning-to-rank random-forests ranklib coordinate-ascent

EMNLP2020

This is official Pytorch code and datasets of the paper "Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News", EMNLP 2020.

✭ 55

python information-retrieval pytorch learning-to-rank fact-checking fake-news-detection emnlp2020

elasticsearch-ltr-demo

This demo uses data from TheMovieDB (TMDB) to demonstrate using Ranklib learning to rank models with Elasticsearch.

✭ 34

HTML python javascript Dockerfile shell elasticsearch demo learning-to-rank

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