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recommender-system

Here are 1,540 public repositories matching this topic...

lyst / lightfm

Star

A Python implementation of LightFM, a hybrid recommendation algorithm.

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

Updated Aug 2, 2020
Python

wzhe06 / Ad-papers

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Papers on Computational Advertising

machine-learning deep-learning recommender-system advertising papers ctr-prediction computational-advertising

Updated Mar 7, 2020
Python

RSPapers

hongleizhang / RSPapers

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Must-read papers on Recommender System.

survey recommender-system social-recommendation read-papers deep-learning-based-rs

Updated Aug 21, 2020

robi56 / Deep-Learning-for-Recommendation-Systems

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This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

python machine-learning deep-learning neural-network tensorflow music-recommendation collaborative-filtering recommender-system hybrid-recommendation

Updated Feb 27, 2020

maciejkula / spotlight

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Deep recommender models using PyTorch.

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

Updated Feb 9, 2020
Python

catalyst-team / catalyst

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Open

Bug: catalyst depends from system git

3

Ditwoo commented Jun 19, 2020

🐛 Bug Report

If you try to run experiment in system/docker container where missing git (in system) your code will crush at this line:

https://github.com/catalyst-team/catalyst/blob/master/catalyst/utils/pipelines.py#L4

with message like this:

Traceback (most recent call last):
  File "/usr/local/lib/python3.7/site-packages/git/__init__.py", line 83, in <module>
    refresh()

Read more

bug good first issue help wanted

Open

Naming inconsistency

14

Open

When using an activation function of "Softmax2d" for many callbacks and losses, no argmax is applied

7

benfred / implicit

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Fast Python Collaborative Filtering for Implicit Feedback Datasets

machine-learning collaborative-filtering matrix-factorization lead recommender-system

Updated Aug 18, 2020
Python

wzhe06 / Reco-papers

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Classic papers and resources on recommendation

machine-learning reinforcement-learning deep-learning recommender-system recommendation exploration-exploitation

Updated Jun 13, 2020
Python

SeldonIO / seldon-server

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Machine Learning Platform and Recommendation Engine built on Kubernetes

Updated Apr 12, 2020
Java

hexiangnan / neural_collaborative_filtering

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Neural Collaborative Filtering

deep-learning collaborative-filtering recommender-system

Updated Aug 4, 2020
Python

jfkirk / tensorrec

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Open

Add shuffle_batch fit arg

1

jfkirk commented Mar 1, 2018

Came up in jfkirk/tensorrec#31

It would be nice to have an arg to re-order the batches every epoch while fitting.

Add shuffle_batches arg to fit() and fit_partial() that shuffles the batch order every epoch if True
Add tests for the arg

Read more

enhancement good first issue release goal

zhenghaoz / gorse

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An offline recommender system backend based on collaborative filtering written in Go

machine-learning data-mining collaborative-filtering bpr recommender machinelearning recommender-system restful-api knn gorse

Updated Aug 21, 2020
Go

mJackie / RecSys

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计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

machine-learning recommendation-system recommender-system ctr-prediction ctr

Updated Dec 17, 2019

ibayer / fastFM

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fastFM: A Library for Factorization Machines

machine-learning matrix-factorization recommender-system factorization-machines

Updated Mar 5, 2020
Python

Coder-Yu / RecQ

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RecQ: A Python Framework for Recommender Systems (TensorFlow Based)

algorithm deep-learning tensorflow recommender-system social-recommendation

Updated Aug 8, 2020
Python

rguo12 / awesome-causality-algorithms

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An index of algorithms for learning causality with data

awesome learning-to-rank recommender-system causality causality-analysis causal-inference multilabel-classification baselines causality-algorithms unconfoundedness-assumption

Updated May 18, 2020

MaurizioFD / RecSys2019_DeepLearning_Evaluation

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This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

deep-learning neural-network reproducible-research collaborative-filtering matrix-factorization hyperparameters bpr recommendation-system recommender-system reproducibility recommendation-algorithms knn matrix-completion evaluation-framework content-based-recommendation hybrid-recommender-system funksvd bprmf bprslim slimelasticnet

Updated Aug 7, 2020
Python

YuyangZhangFTD / awesome-RecSys-papers

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The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

awesome recommender-system papers

Updated Oct 8, 2018

jiesutd / YEDDA

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YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

python analysis annotations event entity chunk named-entity-recognition manual tkinter recommender-system ner annotation-tool sutdannotator human-annotation

Updated Jun 11, 2020
Python

practical-recommender-systems / moviegeek

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A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

python data-science django recommender-system

Updated Jun 5, 2020
Python

mattmurray / music_recommender

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Music recommender using deep learning with Keras and TensorFlow

music deep-learning cnn spectrogram recommender-system convolutional-neural-networks cosine-similarity keras-tensorflow

Updated Jul 11, 2017
Jupyter Notebook

bluemapleman / NewsRecommendSystem

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个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.

mysql collaborative-filtering recommender-system timestamp content-based-recommendation newsscraper news-recommendation

Updated May 21, 2019
Java

apachecn / RecommenderSystems

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推荐系统

recommender-system

Updated Apr 18, 2019
Python

buffalo

kakao / buffalo

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TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

python machine-learning cpp matrix-factorization recommender-system

Updated Jul 12, 2020
Python

xiangwang1223 / knowledge_graph_attention_network

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KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

knowledge-graph recommender-system graph-attention-networks graph-neural-networks kdd2019 high-order-connectivity knowledge-based-recommendation knowledge-aware-recommendation explainable-recommendation embedding-propagation knowledge-graph-dataset knowledge-graph-for-recommendation

Updated Aug 5, 2020
Python

hongleizhang / RSAlgorithms

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Some algorithms about traditional and social recommendation.

recommender-system social-recommendation traditional-recommendation

Updated Mar 1, 2020
Python

xiangwang1223 / neural_graph_collaborative_filtering

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Neural Graph Collaborative Filtering, SIGIR2019

collaborative-filtering recommender-system recommendation neural-collaborative-filtering graph-neural-network sigir2019 high-order-connectivity personalized-recommendation

Updated May 7, 2020
Python

google-research / recsim

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A Configurable Recommender Systems Simulation Platform

machine-learning google reinforcement-learning simulation tensorflow artificial-intelligence recommender-system

Updated Jun 30, 2020
Python

hexiangnan / neural_factorization_machine

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TenforFlow Implementation of Neural Factorization Machine

deep-learning recommender-system factorization-machines neural-factorization-machines

Updated Mar 1, 2020
Python

Leavingseason / OpenLearning4DeepRecsys

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Some deep learning based recsys for open learning.

deep-learning tensorflow recommender-system factorization-machines neural-collaborative-filtering neumf

Updated May 22, 2018
Python

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