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 15 public repositories matching this topic...
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
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
In this repository, I implement a recommender system using matrix factorization. Here, two types of RS are implemented. First, use the factorized matrix for user and item. and second, rebuild the Adjacency matrix. both approaches are acceptable and implemented in this repo. To factorized the matrix, funk-svd Algorithm is used. you can find his i…
matrix-factorization
recommender-system
svd
funk-svd
user-based-recommendation
item-based-recommendation
factorized-matrix
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Jan 12, 2021 - Python
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
An application that uses the algorithm of user-based collaborative filtering and item-based collaborative filtering to recommend new movies
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Nov 29, 2020 - Python
A web application to recommend music to users based on machine learning algorithms such as item-based & user-based collaborative filtering and kNN.
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Jan 21, 2022 - Python
This repo contains all files needed for building a recommender system based on 2019 Yelp Challenge Datasets. This is the No.1 solution in USC Viterbi Data Mining Competition.
python
machine-learning
data-mining
spark
content-based-recommendation
graph-embedding
item-based-recommendation
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Jan 2, 2023 - Python
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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Jun 8, 2024 - Python
The project's goal is to create diverse recommendation systems that predict user-item ratings
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Jul 24, 2023 - Python
The assignment comprises two main tasks: implementing LSH to identify similar businesses based on user ratings and developing various collaborative filtering recommendation systems to predict user ratings for businesses.
spark
collaborative-filtering
hybrid-recommendation
lsh-algorithm
model-based-recommendation
item-based-recommendation
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Feb 25, 2024 - Python
This project developed and optimized a hybrid recommendation system that processes over 450,000 training data points and 142,000 validation data points. The system combines user ratings, merchant details, and user reviews to predict users' ratings for restaurants they have not visited.
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Feb 28, 2024 - Python
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