A Python implementation of LightFM, a hybrid recommendation algorithm.
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Mar 25, 2021 - Python
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recommender-system
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A Curated List of Must-read Papers on Recommender System.
deep-learning
survey
collaborative-filtering
recommender-system
social-recommendation
read-papers
deep-learning-based-rs
social-recommender
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May 6, 2021
Papers on Computational Advertising
machine-learning
deep-learning
recommender-system
advertising
papers
ctr-prediction
computational-advertising
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Feb 9, 2021 - Python
Deep recommender models using PyTorch.
python
machine-learning
deep-learning
pytorch
matrix-factorization
learning-to-rank
recommender-system
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Nov 15, 2020 - Python
Classic papers and resources on recommendation
machine-learning
reinforcement-learning
deep-learning
recommender-system
recommendation
exploration-exploitation
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Jun 13, 2020 - Python
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
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Feb 27, 2020
Fast Python Collaborative Filtering for Implicit Feedback Datasets
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May 14, 2021 - Python
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
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Dec 17, 2019
Machine Learning Platform and Recommendation Engine built on Kubernetes
python
java
docker
kubernetes
aws
machine-learning
cloud
microservices
kafka
spark
deep-learning
deployment
azure
tensorflow
gcp
prediction
recommendation-engine
recommender-system
kafka-streams
seldon
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Apr 12, 2020 - Java
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
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Mar 13, 2021
Neural Collaborative Filtering
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Jan 25, 2021 - Python
nlp
machine-learning
reinforcement-learning
computer-vision
deep-learning
embeddings
survey
recommender-system
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May 13, 2021
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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_batchesarg tofit()andfit_partial()that shuffles the batch order every epoch if True - Add tests for the arg
A Deep Learning Recommender System
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May 1, 2021 - Python
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
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May 17, 2021 - Python
fastFM: A Library for Factorization Machines
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Mar 24, 2021 - Python
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
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May 17, 2021 - Python
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
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Mar 28, 2021 - Python
Recurrence the recommender paper with Tensorflow2.0
neural-network
afm
python3
matrix-factorization
recommender-system
fm
ffm
ctr-prediction
criteo
dcn
factorization-machine
deepfm
ncf
xdeepfm
pnn
nfm
deepcross
tensorflow2
widedeep
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May 19, 2021 - Python
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
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Jun 11, 2020 - Python
The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!
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Feb 1, 2021
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
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Aug 5, 2020 - Python
A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.
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Apr 8, 2021 - Python
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
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May 21, 2019 - Java
Neural Graph Collaborative Filtering, SIGIR2019
collaborative-filtering
recommender-system
recommendation
neural-collaborative-filtering
graph-neural-network
sigir2019
high-order-connectivity
personalized-recommendation
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May 7, 2020 - Python
Music recommender using deep learning with Keras and TensorFlow
music
deep-learning
cnn
spectrogram
recommender-system
convolutional-neural-networks
cosine-similarity
keras-tensorflow
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Jul 11, 2017 - Jupyter Notebook
Some algorithms about traditional and social recommendation.
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Apr 20, 2021 - Python
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
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Apr 19, 2021 - Python
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The
evaluate_loadermethod for Python API. Similar to.trainand.predict_loaderMotivation