Ecosyste.ms: Repos

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GitHub topics: neural-collaborative-filtering

Jayveersinh-Raj/ncf_recommender_system

Neural collaborative filtering recommendation system on Movie lens 100k dataset

Language: Jupyter Notebook - Size: 25.2 MB - Last synced: 8 days ago - Pushed: 9 days ago - Stars: 0 - Forks: 0

AmazingDD/daisyRec

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

Language: Python - Size: 12.8 MB - Last synced: 5 days ago - Pushed: about 1 year ago - Stars: 545 - Forks: 86

rixwew/pytorch-fm

Factorization Machine models in PyTorch

Language: Python - Size: 5.57 MB - Last synced: 24 days ago - Pushed: about 2 months ago - Stars: 985 - Forks: 219

AmanPriyanshu/Federated-Recommendation-Neural-Collaborative-Filtering

Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federate this recommendation system.

Language: Python - Size: 135 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 25 - Forks: 4

sisinflab/elliot

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

Language: Python - Size: 78.4 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 265 - Forks: 49

xiangwang1223/neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

Language: Python - Size: 11.5 MB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 771 - Forks: 260

cheon-research/J-NCF-pytorch

PyTorch Implementation for J-NCF (ACM Transactions on Information Systems, 2019)

Language: Python - Size: 6.64 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

irecsys/DeepCARSKit

A Deep Learning Based Context-Aware Recommendation Library

Language: Python - Size: 6.03 MB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 17 - Forks: 4

mengfeizhang820/Paperlist-for-Recommender-Systems

Recommender Systems Paperlist that I am interested in

Size: 157 KB - Last synced: 5 months ago - Pushed: almost 3 years ago - Stars: 443 - Forks: 98

poludmik/NeuralCollaborativeFiltering.jl

A Julia implementation of three different recommender systems based on the concept of Neural Collaborative Filtering.

Language: Julia - Size: 46.3 MB - Last synced: 29 days ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

xiangwang1223/neural_social_collaborative_ranking

Item Silk Road: Recommending Items from Information Domains to Social Users, SIGIR2017

Language: Python - Size: 10.7 KB - Last synced: 5 months ago - Pushed: about 5 years ago - Stars: 38 - Forks: 15

xiangwang1223/disentangled_graph_collaborative_filtering

Disentagnled Graph Collaborative Filtering, SIGIR2020

Language: Python - Size: 18.1 MB - Last synced: 5 months ago - Pushed: almost 4 years ago - Stars: 124 - Forks: 28

duxy-me/ConvNCF

Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".

Language: Python - Size: 64.6 MB - Last synced: 7 months ago - Pushed: almost 5 years ago - Stars: 134 - Forks: 46

guoyang9/NCF

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

Language: Python - Size: 20.5 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 307 - Forks: 57

huangtinglin/NGCF-PyTorch

PyTorch Implementation for Neural Graph Collaborative Filtering

Language: Python - Size: 11.4 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 242 - Forks: 64

Leavingseason/NeuralCF

A fork from https://github.com/hexiangnan/neural_collaborative_filtering. Change keras version to v2.1.3, and use tensorflow as the backend.

Language: Python - Size: 16.8 MB - Last synced: 8 months ago - Pushed: over 6 years ago - Stars: 22 - Forks: 13

Leavingseason/OpenLearning4DeepRecsys

Some deep learning based recsys for open learning.

Language: Python - Size: 16 MB - Last synced: 8 months ago - Pushed: about 6 years ago - Stars: 397 - Forks: 153

ankdeshm/recommendation-systems

A collection of diverse recommendation system projects, spanning collaborative filtering, content-based methods, and hybrid approaches.

Language: Jupyter Notebook - Size: 26.7 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

michaelbzms/DeepRecommendation

This is the source code for my MSc thesis on Hybrid Recommendation Systems using Neural Networks.

Language: Jupyter Notebook - Size: 366 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

Ach113/federeco

implementation of federated neural collaborative filtering algorithm

Language: Python - Size: 58.5 MB - Last synced: 10 months ago - Pushed: 11 months ago - Stars: 5 - Forks: 2

ashwinhprasad/Anime-Recommender-System

Anime Recommender System with various recommender system algorithms implemented in python

Language: Jupyter Notebook - Size: 475 KB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

ash-shar/Long-Tail-GAN

Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering

Language: Python - Size: 10.9 MB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 19 - Forks: 5

liu-jc/PyTorch_NGCF

PyTorch Implemenation for Neural Graph Collaborative Filtering

Language: Python - Size: 11.4 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 23 - Forks: 7

reinbugnot/movielens-recommender-system

Recommender System ⬩ Created a Neural Collaborative Filtering Recommender System to predict user engagement/interaction using movies from 1995 to 2020 in the MovieLens dataset.

Language: Jupyter Notebook - Size: 20 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

changhyeonnam/NCF

Neural Collaborative Filtering with MovieLens in pytorch

Language: Python - Size: 182 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 9 - Forks: 1

pyy0715/Neural-Collaborative-Filtering

pytorch version of NCF

Language: Python - Size: 7.7 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 22 - Forks: 8

Ikgyu-Lee/NCF

Neural Collaborative Filtering with MovieLens dataset(WWW, 2017)

Language: Python - Size: 1.87 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

YooSungHyun/CFWithFeature

Collaborative Filtering With User or Item Feature

Language: Python - Size: 21.5 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

tlatkowski/neural-recommender

Neural recommender system implementation in TensorFlow.

Language: Python - Size: 26.4 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 16 - Forks: 8

Tejas-TA/Neural-Network-Movie-Recommendation

The repository consists of a recommendation engine that suggests movies to the users based on the genre and ratings previously received. Under the hood, a neural collaborative filtering technique has been implemented

Language: Jupyter Notebook - Size: 163 KB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

stxupengyu/NCF-for-Implicit-Feedback

Neural collaborative filtering (NCF) method is used for Microsoft MIND news recommendation dataset.

Language: Jupyter Notebook - Size: 53.7 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 2

stxupengyu/NCF-MF-for-Recommendation

分别使用传统方法(KNN,SVD,NMF等)和深度方法(NCF)进行推荐系统的评分预测。Traditional methods (KNN, SVD, NMF, etc.) and depth method (NCF) were used to predict rating of the recommendation system.

Language: Jupyter Notebook - Size: 437 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

Soumyajain29/Neural-Collaborative-Filtering-PyTorch

Implementation of paper Neural Collaborative Filtering in PyTorch.

Language: Python - Size: 348 KB - Last synced: almost 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

MrLee5693/Neural-Collaborative-Filtering-Revised-

Neural Collaborative Filtering Revised

Language: Python - Size: 27.3 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

markdouthwaite/xanthus

Neural recommendation models in Python, using Tensorflow 2.0 & Keras.

Language: Python - Size: 204 KB - Last synced: 28 days ago - Pushed: about 1 year ago - Stars: 4 - Forks: 0

MrLee5693/Neural-Collaborative-Filtering

2020 Capstone Design

Language: Python - Size: 63.5 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1

Aroize/Neural-Collaborative-Filtering-PyTorch

Implementation of NCF paper (https://arxiv.org/abs/1708.05031). Optional, you can use item and user features to reach higher scores

Language: Python - Size: 13.7 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

jinudaniel/neural_recommender

Neural Collaborative Filtering using Keras

Language: Jupyter Notebook - Size: 4.88 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 4

Related Keywords
neural-collaborative-filtering 38 recommender-system 24 collaborative-filtering 18 pytorch 12 recommendation-system 10 deep-learning 8 ncf 6 matrix-factorization 5 movielens-dataset 3 neural-network 3 keras 3 machine-learning 3 tensorflow2 3 recommendation 3 nfm 3 pytorch-implementation 3 python3 3 recommendation-engine 3 graph-neural-networks 3 neural-networks 3 deepfm 3 factorization-machines 3 tensorflow 2 personalized-recommendation 2 implicit-feedback 2 sigir2019 2 recommender-systems 2 content-based-recommendation 2 recommendation-algorithms 2 python 2 deep-neural-networks 2 movie-recommendation 2 federated-learning 2 deep-recommender-system 2 embeddings 2 neumf 2 slim 2 svdpp 2 vae 2 ctr-prediction 2 resnet-50 1 pinterest 1 pandas-dataframe 1 opencv 1 item-based-recommendation 1 pandas-library 1 image-similarity-learning 1 image-classification 1 fashion-recommendation 1 pca 1 cosine-similarity 1 cosine-distance 1 relu-activation 1 sklearn-library 1 graph-algorithms 1 convolutional-neural-networks 1 mind 1 sigir2020 1 independence-modeling 1 revised 1 distance-correlation 1 disentangled-representations 1 weighted-matrix-factorization 1 deep-neural-network 1 pytorch-lightning 1 auto-encoder 1 adam-optimizer 1 movielens-datasets 1 keras-neural-networks 1 matplotlib-pyplot 1 movie 1 movie-prediction 1 data-science 1 niche-items 1 movielens-movie-recommendation 1 long-tail 1 generative-adversarial-network 1 hybrid-recommendation 1 numpy 1 attention-mechanism 1 numpy-arrays 1 vgg19 1 transfer-learning 1 spotify-annoy 1 bprmf 1 non-iid 1 iid 1 federated 1 distributed-learning 1 xdeepfm 1 pnn 1 hofm 1 fnfm 1 fm 1 ffm 1 dcn 1 criteo-dataset 1 avazu-dataset 1 autoint 1 k-nearest-neighbors 1