Combines user-based and item-based recommendation systems to deliver personalized movie suggestions, utilizing user preferences and film characteristics.
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Apr 1, 2024 - Python
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item-based-recommendation
Here are 58 public repositories matching this topic...
deep learning project
python machine-learning deep-learning keras collaborative-filtering recommender-system movielens-dataset content-based-recommendation colab-notebook user-based-recommendation item-based-recommendation
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Jul 24, 2019 - Jupyter Notebook
Implementing user-based and item-based collaborative filtering algorithms on MovieLens dataset and comparing the results.
python collaborative-filtering recommendation-system user-based-recommendation item-based-recommendation recommendation-engines movielens-movie-recommendation
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Dec 21, 2020 - Jupyter Notebook
Hybrid RecSys, CF-based RecSys, Model-based RecSys, Content-based RecSys, Finding similar items using Jaccard similarity
spark collaborative-filtering xgboost cosine-similarity upsampling jaccard-similarity tfidf content-based-recommendation surprise-python pearson-correlation xgboost-regression tf-idf-score svd-matrix-factorisation user-based-recommendation item-based-recommendation similar-items feature-augmentation
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Jun 3, 2021 - Python
TensorFlow2 Implementation of "Neural Attentive Item Similarity Model for Recommendation"
collaborative-filtering recommender-systems attention-mechanism top-n-recommendations item-based-recommendation
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Nov 6, 2020 - Python
Recommedation of movies to a user based on user rating data.
python pandas cosine-similarity pearson-correlation knn-algorithm pivot-table item-based-recommendation
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Apr 5, 2020 - Jupyter Notebook
Association Rule Learning, Content Based Recommendation, Item Based Collaborative, Filtering User Based Collaborative Filtering, Model Based Matrix Factorization projects i've done about
python matrix-factorization recommendation-system arl content-based-recommendation user-based-recommendation item-based-recommendation
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Jan 25, 2023 - Python
Books recommendation system by collaborative filtering and certain visualization are done on data.
python data-science books collaborative-filtering recommender-system pearson-correlation pre-processing svd-matrix-factorisation user-based-recommendation item-based-recommendation coorelation
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Sep 18, 2021 - Jupyter Notebook
Training of machine learning algorithms in order to produce the best model for average rating predictions of a book.
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Nov 3, 2019 - Jupyter Notebook
Created Recommender systems using TMDB movie dataset by leveraging the concepts of Content Based Systems and Collaborative Filtering.
collaborative-filtering recommendation-system recsys recommender-system content-based-recommendation user-item-utility-matrix user-based-recommendation svdpp item-based-recommendation surprise-library sbert-implementation
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Nov 28, 2022 - Jupyter Notebook
Personalised and popularity-based movie recommendations.
jupyter-notebook recommendation-system cold-start popularity-recommender user-based-recommendation item-based-recommendation
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Jun 14, 2020 - Jupyter Notebook
基于ItemCF与Springboot的图书商城系统
spring-boot recommendation-system recommender-system item-collaborative-filtering item-based-recommendation
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Apr 1, 2024 - Java
Used User-based and Item-based Collaborative Filtering techniques to build a personalized Book Recommendation System
collaborative-filtering user-based-recommendation item-based-recommendation book-recommendation-system
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Feb 13, 2023 - Jupyter Notebook
This project aims to build a Book recommendation system using methods such as Model, Collaborative, and Content-based filtering.
collaborative-filtering recommender-system cosine-similarity similarity-metric content-based-recommendation item-based-recommendation book-recommendations
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Jan 4, 2022 - Jupyter Notebook
Recommender system for board games built on data collected from major board game forum, BoardGameGeek.
deep-neural-networks deployment exploratory-data-analysis embedded-systems matrix-factorization dimensionality-reduction topic-modeling latent-dirichlet-allocation content-based-recommendation user-based-recommendation item-based-recommendation
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Mar 15, 2021 - Jupyter Notebook
Recommendation algorithms
python algorithm tensorflow word2vec pytorch collaborative-filtering recommendation-system recommender-system knn google-translate konlpy annoy bert-model user-based-recommendation item-based-recommendation huggingface-transformers mean-based-recommendation
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Nov 13, 2023 - Python
This repo contains many real-world case-studies of machine learning
machine-learning deep-learning kaggle collaborative-filtering artificial-neural-networks recommender-system convolutional-neural-networks case-study spam-classification image-augmentation augmentation movie-recommendation-system real-world-project item-based-recommendation
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May 9, 2020 - Jupyter Notebook
USC DSCI 553 - Foundations & Applications of Data Mining - Spring 2024 - Prof. Wei-Min Shen
python data-mining graphs bloom-filter community-detection collaborative-filtering pyspark recommendation-system reservoir-sampling yelp-reviews frequent-itemsets graphframes hybrid-recommender-system university-of-southern-california flajolet-martin son-algorithm item-based-recommendation girvan-newman-algorithm bfr-clustering
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Sep 16, 2024 - Python
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