An open API service providing repository metadata for many open source software ecosystems.

Topic: "collaborative-filtering"

gorse-io/gorse

Gorse open source recommender system engine

Language: Go - Size: 11.7 MB - Last synced at: about 14 hours ago - Pushed at: about 16 hours ago - Stars: 8,890 - Forks: 813

hongleizhang/RSPapers

A Curated List of Must-read Papers on Recommender System.

Size: 1.48 GB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 6,162 - Forks: 1,346

RUCAIBox/RecBole

A unified, comprehensive and efficient recommendation library

Language: Python - Size: 18.9 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 3,714 - Forks: 659

benfred/implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Language: Python - Size: 7.51 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 3,656 - Forks: 620

guoguibing/librec

LibRec: A Leading Java Library for Recommender Systems, see

Language: Java - Size: 83.6 MB - Last synced at: 12 days ago - Pushed at: almost 2 years ago - Stars: 3,246 - Forks: 1,029

robi56/Deep-Learning-for-Recommendation-Systems

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

Size: 30.3 KB - Last synced at: 10 days ago - Pushed at: about 5 years ago - Stars: 2,831 - Forks: 705

shenweichen/DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

Language: Python - Size: 1.34 MB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 2,320 - Forks: 539

hexiangnan/neural_collaborative_filtering

Neural Collaborative Filtering

Language: Python - Size: 23.2 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 1,833 - Forks: 658

NVIDIA/DeepRecommender 📦

Deep learning for recommender systems

Language: Python - Size: 1.33 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 1,692 - Forks: 339

cheungdaven/DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

Language: Python - Size: 14.6 MB - Last synced at: 15 days ago - Pushed at: almost 3 years ago - Stars: 1,149 - Forks: 293

rixwew/pytorch-fm

Factorization Machine models in PyTorch

Language: Python - Size: 5.57 MB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 1,057 - Forks: 227

wubinzzu/NeuRec

Next RecSys Library

Language: Python - Size: 17.6 MB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 1,055 - Forks: 220

towardsai/tutorials

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Language: Jupyter Notebook - Size: 5.77 MB - Last synced at: 5 months ago - Pushed at: 12 months ago - Stars: 989 - Forks: 360

MaurizioFD/RecSys2019_DeepLearning_Evaluation

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.

Language: Python - Size: 216 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 983 - Forks: 248

PreferredAI/cornac

A Comparative Framework for Multimodal Recommender Systems

Language: Python - Size: 24.3 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 949 - Forks: 152

xiangwang1223/neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

Language: Python - Size: 11.5 MB - Last synced at: 20 days ago - Pushed at: almost 5 years ago - Stars: 823 - Forks: 271

bluemapleman/NewsRecommendSystem

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.

Language: Java - Size: 2.18 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 709 - Forks: 279

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 at: 4 months ago - Pushed at: 9 months ago - Stars: 551 - Forks: 84

chihming/competitive-recsys

A collection of resources for Recommender Systems (RecSys)

Size: 77.1 KB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 534 - Forks: 115

dawenl/vae_cf

Variational autoencoders for collaborative filtering

Language: Jupyter Notebook - Size: 49.8 KB - Last synced at: 5 months ago - Pushed at: about 7 years ago - Stars: 530 - Forks: 157

zenogantner/MyMediaLite

recommender system library for the CLR (.NET)

Language: C# - Size: 29.2 MB - Last synced at: 9 days ago - Pushed at: almost 5 years ago - Stars: 506 - Forks: 190

HKUDS/SSLRec

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

Language: Python - Size: 103 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 503 - Forks: 72

mengfeizhang820/Paperlist-for-Recommender-Systems

Recommender Systems Paperlist that I am interested in

Size: 157 KB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 452 - Forks: 96

yihong-chen/neural-collaborative-filtering

pytorch version of neural collaborative filtering

Language: Jupyter Notebook - Size: 14 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 449 - Forks: 144

khanhnamle1994/movielens

4 different recommendation engines for the MovieLens dataset.

Language: Jupyter Notebook - Size: 41.9 MB - Last synced at: 18 days ago - Pushed at: almost 6 years ago - Stars: 433 - Forks: 185

SSSxCCC/Recommender-System

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

Language: Python - Size: 30.5 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 410 - Forks: 93

XuefengHuang/RecommendationSystem

Book recommender system using collaborative filtering based on Spark

Language: Python - Size: 48.8 MB - Last synced at: 29 days ago - Pushed at: over 7 years ago - Stars: 378 - Forks: 107

reczoo/BARS

BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS

Language: Python - Size: 4.24 MB - Last synced at: about 8 hours ago - Pushed at: 6 months ago - Stars: 370 - Forks: 59

OnYuKang/Recommendation-systems-paperlist

Papers about recommendation systems that I am interested in

Size: 81.1 KB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 363 - Forks: 78

HKUDS/RLMRec

[WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"

Language: Python - Size: 451 MB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 346 - Forks: 44

sb-ai-lab/RePlay

A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

Language: Python - Size: 35.2 MB - Last synced at: about 14 hours ago - Pushed at: about 16 hours ago - Stars: 329 - Forks: 34

fuxuemingzhu/Summary-of-Recommender-System-Papers

阅读过的推荐系统论文的归类总结,持续更新中…

Size: 1.71 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 327 - Forks: 94

massquantity/LibRecommender

Versatile End-to-End Recommender System

Language: Python - Size: 11.1 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 320 - Forks: 58

sdl60660/letterboxd_recommendations

Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username

Language: Python - Size: 6.55 GB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 305 - Forks: 25

khanhnamle1994/MetaRec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

Language: Python - Size: 626 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 303 - Forks: 77

sisinflab/elliot

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

Language: Python - Size: 78.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 275 - Forks: 49

GHamrouni/Recommender

A C library for product recommendations/suggestions using collaborative filtering (CF)

Language: C - Size: 75.2 MB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 264 - Forks: 64

evfro/polara

Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.

Language: Python - Size: 2 MB - Last synced at: 20 days ago - Pushed at: 23 days ago - Stars: 251 - Forks: 22

mhahsler/recommenderlab

recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package

Language: R - Size: 84.1 MB - Last synced at: 13 days ago - Pushed at: 29 days ago - Stars: 215 - Forks: 61

lsjsj92/recommender_system_with_Python

recommender system tutorial with Python

Language: Jupyter Notebook - Size: 606 KB - Last synced at: 16 days ago - Pushed at: 11 months ago - Stars: 199 - Forks: 98

fajieyuan/SIGIR2020_peterrec

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

Language: Python - Size: 8.38 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 194 - Forks: 36

USTCLLM/RecStudio

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

Language: Python - Size: 2.66 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 184 - Forks: 23

HKUDS/LightGCL

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

Language: Python - Size: 51.2 MB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 182 - Forks: 17

tebesu/CollaborativeMemoryNetwork

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

Language: Python - Size: 32.6 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 181 - Forks: 57

npxiaoying/Social-Recommendation

Summary of social recommendation papers and codes

Size: 39.3 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 178 - Forks: 30

jrzaurin/RecoTour

A tour through recommendation algorithms in python [IN PROGRESS]

Language: Jupyter Notebook - Size: 6.56 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 176 - Forks: 38

dselivanov/rsparse

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

Language: R - Size: 1.09 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 175 - Forks: 31

etlundquist/rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

Language: Python - Size: 2.15 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 173 - Forks: 37

RUCAIBox/RecBole-GNN

Efficient and extensible GNNs enhanced recommender library based on RecBole.

Language: Python - Size: 1020 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 173 - Forks: 40

fuxuemingzhu/MovieLens-Recommender

A pure Python implement of Collaborative Filtering based on MovieLens' dataset.

Language: Python - Size: 33.4 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 170 - Forks: 78

asif536/Movie-Recommender-System

Basic Movie Recommendation Web Application using user-item collaborative filtering.

Language: HTML - Size: 2.28 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 164 - Forks: 76

makgyver/rectorch

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

Language: Python - Size: 3.25 MB - Last synced at: 10 days ago - Pushed at: about 4 years ago - Stars: 151 - Forks: 19

xuetf/KDD_CUP_2020_Debiasing_Rush

Solution to the Debiasing Track of KDD CUP 2020

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 149 - Forks: 36

chenchongthu/ENMF

This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.

Language: Python - Size: 24.5 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 144 - Forks: 28

xiangwang1223/disentangled_graph_collaborative_filtering

Disentagnled Graph Collaborative Filtering, SIGIR2020

Language: Python - Size: 18.1 MB - Last synced at: 9 days ago - Pushed at: almost 5 years ago - Stars: 139 - Forks: 29

HaSai666/rec_pangu

rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.

Language: Python - Size: 23.8 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 138 - Forks: 20

psaris/funq

Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"

Language: q - Size: 695 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 136 - Forks: 51

yoongi0428/RecSys_PyTorch 📦

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

Language: Python - Size: 7.99 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 136 - Forks: 20

xiaogp/recsys_spark

Spark SQL 实现 ItemCF,UserCF,Swing,推荐系统,推荐算法,协同过滤

Language: Scala - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 121 - Forks: 47

david-cortes/cmfrec

(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)

Language: C - Size: 2.81 MB - Last synced at: 16 days ago - Pushed at: 4 months ago - Stars: 120 - Forks: 33

hegongshan/Recommender-Systems-Paper

Must-read Papers for Recommender Systems (RS)

Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 119 - Forks: 19

EagerAI/fastai

R interface to fast.ai

Language: HTML - Size: 69 MB - Last synced at: 11 days ago - Pushed at: 2 months ago - Stars: 118 - Forks: 13

artem-oppermann/Deep-Autoencoders-For-Collaborative-Filtering

Using Deep Autoencoders for predictions of movie ratings.

Language: Python - Size: 34.3 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 111 - Forks: 41

newlei/LR-GCCF

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020

Language: Python - Size: 43.4 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 110 - Forks: 26

HKUDS/EasyRec

"EasyRec: Simple yet Effective Language Model for Recommendation"

Language: Python - Size: 501 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 107 - Forks: 13

tonyduan/matrix-completion

Lightweight Python library for in-memory matrix completion.

Language: Python - Size: 2.78 MB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 107 - Forks: 27

PeiJieSun/NESCL

The code repository for the paper: Peijie et al., Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. IEEE TKDE, 2023.

Language: Python - Size: 9.97 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 106 - Forks: 17

ilya-shenbin/RecVAE

The official PyTorch implementation of the paper "RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback"

Language: Python - Size: 23.4 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 105 - Forks: 28

NoisyWinds/Recommend

Python 3.6 下的推荐算法解析,尽量使用简单的语言剖析原理,相似度度量、协同过滤、矩阵分解等

Language: Python - Size: 3.69 MB - Last synced at: 2 days ago - Pushed at: almost 7 years ago - Stars: 105 - Forks: 36

snowch/movie-recommender-demo

This project walks through how you can create recommendations using Apache Spark machine learning. There are a number of jupyter notebooks that you can run on IBM Data Science Experience, and there a live demo of a movie recommendation web application you can interact with. The demo also uses IBM Message Hub (kafka) to push application events to topic where they are consumed by a spark streaming job running on IBM BigInsights (hadoop).

Language: Jupyter Notebook - Size: 28.5 MB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 99 - Forks: 56

narayanan2004/GraphMat

GraphMat graph analytics framework

Language: C++ - Size: 5.25 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 97 - Forks: 41

phpjuice/opencf

PHP implementation of the (Weighted Slopeone,Cosine, Weighted Cosine) rating-based collaborative filtering schemes.

Language: PHP - Size: 68.4 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 96 - Forks: 7

linzh92/DeepICF

TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation

Language: Python - Size: 22.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 94 - Forks: 35

WindQAQ/tf-recsys

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

Language: Python - Size: 24.4 KB - Last synced at: 16 days ago - Pushed at: over 5 years ago - Stars: 94 - Forks: 27

HKUDS/HGCL

[WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"

Language: Python - Size: 33.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 92 - Forks: 11

jeongwhanchoi/BSPM

Blurring-Sharpening Process Models for Collaborative Filtering, SIGIR'23

Language: Python - Size: 60.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 92 - Forks: 9

reczoo/RecBox

A box of core libraries for recommendation model development

Language: Python - Size: 4.32 MB - Last synced at: about 8 hours ago - Pushed at: 6 months ago - Stars: 91 - Forks: 19

LaxmiChaudhary/Amzon-Product-Recommendation

Building Recommendation Model for the electronics products of Amazon

Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: 7 months ago - Pushed at: over 5 years ago - Stars: 91 - Forks: 67

HKUDS/DiffKG

[WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"

Language: Python - Size: 20.7 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 87 - Forks: 9

loserChen/Awesome-Recommender-System

The collection of papers about recommender system

Size: 83 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 87 - Forks: 19

hhmy27/Movies_Recommend 📦

movie recommender system in use Collaborative Filtering / 基于协同过滤的电影推荐系统

Language: Python - Size: 125 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 87 - Forks: 20

vaslnk/Spotify-Song-Recommendation-ML

UC Berkeley team's submission for RecSys Challenge 2018

Language: Jupyter Notebook - Size: 34.2 MB - Last synced at: 11 months ago - Pushed at: almost 7 years ago - Stars: 86 - Forks: 22

phpjuice/slopeone

PHP implementation of the Weighted Slope One rating-based collaborative filtering scheme.

Language: PHP - Size: 44.9 KB - Last synced at: 17 days ago - Pushed at: about 3 years ago - Stars: 85 - Forks: 8

LARS-research/AutoML-Tutorial

Tutorials about AutoML

Size: 66.7 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 84 - Forks: 15

tigoCaval/recommendation-algorithm

Collaborative filtering recommendation system. Recommendation algorithm using collaborative filtering. Topics: Ranking algorithm, euclidean distance algorithm, slope one algorithm, filtragem colaborativa.

Language: PHP - Size: 37.1 KB - Last synced at: 10 days ago - Pushed at: almost 3 years ago - Stars: 82 - Forks: 14

udellgroup/oboe

An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.

Language: Python - Size: 325 MB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 82 - Forks: 17

RunlongYu/BPR_MPR

BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking

Language: Python - Size: 377 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 81 - Forks: 21

jalajthanaki/Movie_recommendation_engine

This repository contains the code for building movie recommendation engine.

Language: Jupyter Notebook - Size: 7.02 MB - Last synced at: 20 days ago - Pushed at: about 7 years ago - Stars: 76 - Forks: 53

rajaprerak/movie_recommender

Movie Recommender System with Django.

Language: Python - Size: 1.27 MB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 73 - Forks: 43

AlenQi/Research-on-Collaborative-Filtering-Algorithms

Research on Collaborative Filtering Algorithms

Language: Python - Size: 1.94 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 71 - Forks: 17

xiaoouzhang/Collaborative-Deep-Learning-for-Recommender-Systems

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.

Language: Python - Size: 15.9 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 70 - Forks: 24

andrewmcloud/consimilo

A Clojure library for querying large data-sets on similarity

Language: Clojure - Size: 536 KB - Last synced at: 10 days ago - Pushed at: about 6 years ago - Stars: 63 - Forks: 4

familyld/DeepCF

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

Language: Python - Size: 47.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 62 - Forks: 31

Chinmayrane16/Recommender-Systems-with-Collaborative-Filtering-and-Deep-Learning-Techniques

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

Language: Jupyter Notebook - Size: 1.52 MB - Last synced at: 22 days ago - Pushed at: almost 5 years ago - Stars: 62 - Forks: 20

RaptorMai/Deep-AutoEncoder-Recommendation

Keras implementation of AutoRec and DeepRecommender from Nvidia.

Language: Jupyter Notebook - Size: 1.34 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 62 - Forks: 20

Colaplusice/book_recommend

基于协同过滤的书籍推荐系统

Language: Python - Size: 8.77 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 60 - Forks: 5

abd1007/Movie-Recommendation-System-Web-Application

Building a Movie Recommendation System web application using Django framework and Collaborative Filtering technique

Language: HTML - Size: 2.77 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 59 - Forks: 25

chandan-u/graph-based-recommendation-system

building a recommendation system using graph search methodologies. We will be comparing these different approaches and closely observe the limitations of each.

Language: Python - Size: 3.06 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 56 - Forks: 24

tohtsky/myFM

A Python/C++ implementation of Bayesian Factorization Machines

Language: C++ - Size: 1.42 MB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 55 - Forks: 14

amoussawi/recoder

Large scale training of factorization models for Collaborative Filtering with PyTorch

Language: Python - Size: 3.47 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 55 - Forks: 7

Related Topics
recommender-system 553 recommendation-system 327 machine-learning 312 python 277 content-based-recommendation 141 matrix-factorization 137 deep-learning 94 recommendation-engine 75 content-based-filtering 74 recommender-systems 74 data-science 71 movie-recommendation 71 python3 62 cosine-similarity 60 svd 58 pytorch 51 flask 48 spark 47 recommendation 43 pandas 42 tensorflow 38 jupyter-notebook 36 knn 35 numpy 34 movielens-dataset 33 movielens 33 graph-neural-networks 32 hybrid-recommender-system 31 recsys 29 django 29 neural-network 29 recommendation-algorithms 27 user-based-recommendation 26 item-based-recommendation 25 java 24 machine-learning-algorithms 24 pyspark 23 clustering 22 scikit-learn 22 svd-matrix-factorisation 22 data-analysis 21 nlp 21 singular-value-decomposition 21 recommender 21 streamlit 20 neural-collaborative-filtering 19 logistic-regression 19 sklearn 19 autoencoder 18 surprise 18 data-mining 18 tf-idf 18 keras 17 kmeans-clustering 17 neural-networks 17 popularity-recommender 17 html 16 pearson-correlation 16 artificial-intelligence 16 movie-recommendation-system 16 surprise-python 16 big-data 15 alternating-least-squares 15 apache-spark 15 mysql 15 information-retrieval 15 als 15 content-filtering 15 r 14 anime 13 nlp-machine-learning 13 mongodb 12 book-recomendation 12 music 12 exploratory-data-analysis 12 css 12 julia 12 factorization-machines 12 self-supervised-learning 12 natural-language-processing 12 classification 12 reccomendersystem 11 implicit-feedback 11 javascript 11 surprise-library 11 latent-factor-model 11 knn-algorithm 11 k-means-clustering 10 streamlit-webapp 10 matplotlib 10 eda 10 top-n-recommendations 10 ranking-algorithm 10 linear-regression 10 data-visualization 10 reactjs 10 flask-application 10 pca 10 ctr-prediction 9 matrix-completion 9