jElhamm/Singular-Value-Decomposition-Data-mining

"This repository hosts an implementation of the Singular Value Decomposition (SVD) algorithm tailored for data mining tasks. SVD is utilized for efficient dimensionality reduction, aiding in the extraction of key patterns and features from large and complex datasets."

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fiomfd/Julia.image_processing

Here are some examples of Julia programs for image processing of grayscale images.

Language: Julia - Size: 6.21 MB - Last synced: 6 days ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

fiomfd/MATLAB.image_processing

Here are some examples of MATLAB programs for image processing of RGB images.

Language: MATLAB - Size: 3.15 MB - Last synced: 6 days ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

tuhinsharma121/imdb-rec-sys

I want to crawl imdb movie data and want to recommend movies based on various features of individual movies

Language: Python - Size: 525 KB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 2 - Forks: 6

FranciscoRMendes/tensor-rank

Low Rank Approximation (Adaptation) Methods in Neural Networks

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tk-yoshimura/Algebra

Linear algebra

Language: C# - Size: 214 KB - Last synced: about 4 hours ago - Pushed: 27 days ago - Stars: 1 - Forks: 0

tk-yoshimura/MultiPrecisionAlgebra

MultiPrecision Algebra

Language: C# - Size: 105 KB - Last synced: about 4 hours ago - Pushed: 27 days ago - Stars: 0 - Forks: 0

davoszabo/flutter-django-recipeapp

Thesis work. A mobile application for recipe recommendations.

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BoxuanF/Recommender-System-Project

Research and investigate ways to improve recommender system algorithms

Size: 430 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

lexxai/goit_python_ds_hw_07

surprise svd

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drnikolaev/cvmlib

CVM Class Library

Language: C++ - Size: 191 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 8 - Forks: 2

Lednik7/RuCode3

Применяем Singular Value Decomposition with implicit feedback для задачи рекомендации аниме

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random-guest/Image-Watermarking-by-SVD

Image Watermarking Using SVD Decomposition

Language: MATLAB - Size: 2.17 MB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

singultek/recommender_system

The project is about building a concrete recommender system by using Content-Based and Collaborative Filtering Based approaches

Language: Python - Size: 943 KB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

mohamed82008/DifferentiableFactorizations.jl

Differentiable matrix factorizations using ImplicitDifferentiation.jl.

Language: Julia - Size: 19.5 KB - Last synced: 7 days ago - Pushed: 8 months ago - Stars: 29 - Forks: 1

zukaite/BookRecSysComparison

Comparative Analysis of Recommender Systems on Goodreads Data: A study benchmarking SVD, SVAE, NGCF, and LightGCN models to understand their efficacy in book recommendation.

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daniel-aime/recommender-system-by-daniel-aime

Projet d'étude système de recommendation en utilisant filtrage collaboratif

Language: Python - Size: 15.6 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 11 - Forks: 1

Tanay0510/Recommendation-System

Analyzed the interactions that users have with articles on the IBM Watson Studio platform, and made recommendations to them about new articles they will like

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saurabhmathur96/movie-recommendations

Recommend movies to users by RBMs, TruncatedSVD, Stochastic SVD and Variational Inference

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uday8688/Language-Translation-From-English-Hindi-Using-Rnns

we built a deep neural network that functions as part of a machine translation. The project accepts English text as input and returns the Hindi translation. The goal is to achieve the highest translation accuracy possible.

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Mdhvince/recommendation_engine

Real world recommender systems

Language: Python - Size: 51.8 KB - Last synced: 6 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

colurw/beerBot

Recommender system predicting user beer preferences.

Language: Python - Size: 14.8 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

Msamuelsons/recomendar-anime

Recomenda anime com base nas escolhas do usuário

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KingJamesSong/DifferentiableSVD

A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"

Language: Python - Size: 1.07 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 51 - Forks: 1

Pager07/Book-Recommendation

Book recommender system using Good-book dataset

Language: JavaScript - Size: 52.8 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

ejboettcher/gemcityml-svd

Using SVD to predict from a time series. Tutorial of GemCityML

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EsratMaria/Improved-Movie-Recommendation-System-with-KNN-and-Cosine-Similarity

Movie recommendation system based on popularity and also using KNN and Cosine similarity. 🎥🍿

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rafael-a-monteiro-math/short-notes

These are some notes I wrote for internal seminars (audience made up of mathematicians, physicists and other scientists). They are only for teaching purpose.

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invisible0831/Linear_Algebra_projects

Linear Algebra Projects - Sharif University of Technology - Spring 2020

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MatiasFlores96/tesis_sistemas_de_recomendacion

Programas en proceso de desarrollo de mi tesis basada en sistemas de recomendacion, collaborative filtering por ahora, falta agregar content based. De collaborative filtering tanto memory based como model based.

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Hari31416/book_recommender

Using Deep Learning for Book Recommendation

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mrparth23/CSE523-Machine-Learning-SSSR

CSE523 Machine Learning SSSR repository contains a movie recommendation system using KNN, ALS, and SVD algorithm.

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IshtyM/Books-Recommender-System-

Books recommendation system by collaborative filtering and certain visualization are done on data.

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PeterSchuld/Recommendations_with_IBM

Project No.3 in the Udacity Data Scientist Nanodegree Program. Will build a recommendation engine, based on user behavior and social network in IBM Watson Studio’s data platform, to surface content most likely to be relevant to a user.

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tprigent/image-homography

Implementation of an homography algorithm for computer vision

Language: Python - Size: 4.88 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Yassir6/Hotel_Review_NLP

NLP Project for SDAIA T5 Data Science Bootcamp. This project consists of sentiment analysis for hotel reviews and classification algorithms based on that. Also, the project has word clustering models and a hotel recommendation system based on the nationalities and the reviewers' scores.

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arjunsawhney1/recommender-systems

In this repo, I explore matrix factorization using singular value decomposition and RFM Analysis to design recommender systems

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divyeg/user_ratings

Predict user ratings using matrix factorization methods

Language: Jupyter Notebook - Size: 45.9 KB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

scrose/SVDSolver

GPGPU-based SVD solver for large dense matrices.

Language: C++ - Size: 18.8 MB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

HeliaHashemipour/LinearAlgebra

Language: Jupyter Notebook - Size: 27.9 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

adinas94/MovieLens-Recommendation-System

Recommendation engine in Surprise that populates movie recommendations for users based on their existing preferences.

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xeallogo/restaurant-recommender

Language: Jupyter Notebook - Size: 55.8 MB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

Tanvi17/Linear-Algebra

This repository covers the popular use cases of Linear Algebra in Machine Learning.

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Abdus8Samad/MovieRecommendationSys

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LM1997610/Data-Mining

Homeworks for Advanced Data Mining and Language Technology (DMT) at La Sapienza University of Rome

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codingPineAppl3/scientific-papers

This is a paper I worked on during "Scientific Paper 2"-class as a preparation for my upcoming thesis. The paper was graded with 1.7

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prakruti-joshi/Movie-Recommendation-System

Designed a movie recommendation system using content-based, collaborative filtering based, SVD and popularity based approach.

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Ayoub-etoullali/SVD-Singular-Value-Decomposition

This project demonstrates the application of Singular Value Decomposition (SVD) for image compression using Python and NumPy.

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ThomasWWebb/Book-Recommender-System

A Flask web app that provides recommendations for books from a database via matrix factorisation

Language: JavaScript - Size: 449 KB - Last synced: 12 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0

IloveNooodles/Image-Compression

Tugas Besar 2 Aljabar Linear dan Geometri

Language: Python - Size: 29.2 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

ribesstefano/Mapping-Multiple-LSTM-Models-on-FPGAs

Includes the SVD-based approximation algorithms for compressing deep learning models and the FPGA accelerators exploiting such approximation mechanism, as described in the paper Mapping multiple LSTM models on FPGAs.

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AvichalS/Recommendation-System

The project is a Python implementation of a recommendation system using Collaborative Filtering, a technique for making personalized recommendations by analyzing the preferences and behavior of users. The system analyses user and movie data to provide accurate suggestions to users based on predictions made by the model.

Language: Python - Size: 1020 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

prakruti-joshi/Massive-Data-Mining

Coursework for CS550 : Massive Data Mining. Topics covered include Map-Reduce, Association Rules, Frequent Itemsets, Locality-Sensitive Hashing (LSH), Singular Value Decomposition (SVD), Page Rank, k-means, Modularity, Spectral Clustering, Clique-based communities, Clustering Data Streams.

Language: Java - Size: 5.82 MB - Last synced: 11 months ago - Pushed: over 3 years ago - Stars: 5 - Forks: 1

Nikunj-Gupta/Low-rank-models-EHR

Approximated missing values in noisy, heterogeneous electronic health records by low rank modeling.

Language: Jupyter Notebook - Size: 84 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

0xArwa/Recommendations-with-IBM

A recommendation engine based on users interactions through IBM blog.

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furrutiav/CBE-bibliometric-analysis

Supplementary Material B: "Mapping the main streams and foci of competence-based education research: A review with direct citation network analysis and topic modelling with latent semantic analysis"

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Arshad-Engineer/Moving-Object-Detection-and-Trajectory-Estimation

Language: Python - Size: 12 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

mujtabaali02/Book-Recommendation-System

Code of Book Recommendation System, suggests books to users based on their interests and reading history along with the content of the item.

Language: Jupyter Notebook - Size: 47.6 MB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

chrisliatas/dsnd-recommendations-with-IBM

Analyze the interactions that users have with articles on the IBM Watson Studio platform, and make new article recommendations.

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jfilter/sparse-svd-benchmark

Sparse Truncated SVD Benchmark (Python)

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myeonghak/Recsys_MF_example

Building a Collaborative Filtering based Recommender system using e-commerce data.

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jeromedejaegher/SVD-evolutive-CNN

Toy example of a tool to optimize CNN layers widths, according their SVD decomposition

Language: Jupyter Notebook - Size: 529 KB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 2

Ainard09/MovieRatings-recommendation

Movie ratings through twitter tweets collected as dataset for Movies recommendation

Language: Python - Size: 1.11 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

RadhikaRM/Bookrecommendersystem

Build a book recommendation system that best predicts the user interests and recommend the suitable books to them, using various approaches.

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shulavkarki/Collabtrative-Filtering-with-SVD

A Movie Recommendation System using Collabrative Filtering

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artisan1218/Recommendation-System

Hybrid RecSys, CF-based RecSys, Model-based RecSys, Content-based RecSys, Finding similar items using Jaccard similarity

Language: Python - Size: 63 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 1

nphausg/python.svd.numpy

🚀A example about SINGULAR VALUE DECOMPOSITION using Python and Numpy

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imane-ayouni/Recommender-systems

Movie Recommendation Systems

Language: Jupyter Notebook - Size: 177 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

pariosur/movie_buddy

Hybrid (content-based/collaborative) recommendation model to find the best movie for two people to watch together.

Language: Jupyter Notebook - Size: 979 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

AVINEET-Singh/Movie-Recommendation_System

In this project we are comparing two approaches for movie recommendation for a new user or existing user based on their age, gender, occupation.

Language: Python - Size: 4.83 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

sasivatsal7122/Go_Screen-CineMatrix-ML-MODEL

This repo contains a machine learning model made using advanced and enhanced algos like KNN,SVD and also concepts like vectorization ,cosine similarity which predicts the similar movies for a given fav movie of user. So no more time wasting on searching for a good of you're choice

Language: Jupyter Notebook - Size: 174 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 8 - Forks: 1

somjit101/Netflix-Movie-Recommendation

A case study of the Netflix Prize solution where, given anonymous data of users and the ratings given to movies, the objective to provide recommendations to users for movies which they would like, based on their past activity and taste.

Language: Jupyter Notebook - Size: 9.07 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

experiencei/recsyst

Recommendation System

Language: Python - Size: 50.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

iusztinpaul/ibm-assets-recommendation-engine

Deployable recommendation system for predicting the fittest IBM articles for a given user.

Language: Jupyter Notebook - Size: 267 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

chaitanyakasaraneni/recommendationsystem

Predict the rating that a user will give to a book given their past book ratings.

Language: Jupyter Notebook - Size: 17.8 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 0

marreche/deep_film

Movie Recommendation System created using Singular Value Decomposition (SVD).

Language: Jupyter Notebook - Size: 12.5 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

kategimranova/Face-Recognition-and-Reconstruction-using-SVD

Face recognition and reconstruction using Singular Value Decomposition and EigenFaces

Language: Jupyter Notebook - Size: 4.67 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

CS-Ponkoj/Movie-Recommendation-System-Using-Surprise

I used Scikit learn based library Surprise to build a movie recommendation system. This system can recommend a person suitable movies based previous interests and ratings. Data extraced from Movielens. Model: Matrix Factorization-based algorithm.

Language: Jupyter Notebook - Size: 883 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

ai-girl/ml-algorithms

Repository of Machine learning Algorithms Implemented from scratch

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bnafack/Leukemia-data-analysis

Use unsupervised machine learning techniques to explore the Leukemia dataset by focusing more on dimensional reduction and clustering to find similarities between samples or how they are related to each other.

Language: R - Size: 708 KB - Last synced: 12 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

israfelsr/lfmm-python

This is a python implementation of the R library LFMM

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bvspa003/Recommendation-System-SVD

Using Million Dataset

Language: Jupyter Notebook - Size: 725 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

tiasondjaja/linearalgebra-computational-projects

Computational linear algebra projects (python, numpy) for NYU Math-UA 140: Linear Algebra

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MohammadJavadArdestani/linear-algebra-implementation

Language: Python - Size: 7.41 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

shashankvmaiya/Word-Co-occurence-Embedding-Model

Word embedding implementation using its word co-occurence matrix and dimension reduction using SVD

Language: Python - Size: 253 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

rndev2017/ImageCompression

Implementing Singular Value Decomposition for image compression. Part of my unique University of Michigan Math 214 Final Project which explored the application of linear algebra in the real world.

Language: Python - Size: 32.1 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

joseferncruz/udacity-ds-project4

Recommendation systems: Rank based and Collaborative Filtering (Neighbor-based and Model-based) approach to recommend articles based on user-article interactions.

Language: Jupyter Notebook - Size: 4.03 MB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

mohammedAljadd/svd-image-compression

Image compression using singular value decomposition method (SVD) in Matlab.

Language: MATLAB - Size: 697 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

vitthal-bhandari/High-Dimensional-Data-and-Gradient-Descent

Analyzing and overcoming the curse of dimensionality and exploring various gradient descent techniques with implementations in R

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kittyvarghese/LINEAR_ALGEBRA-AND-RANDOM-PROCESSES

Following is an programming assignment on dimensionality reduction and Image Compression using Eigen Value Decomposition and Singular Value Decomposition

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abhinavsaurabh/Restaurant-Recommendation

Restaurant Recommendation System using Collaborative Filtering Algorithms Like ALS,SVD and SGD

Language: Jupyter Notebook - Size: 955 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

miroesli/svdarm Fork of rtulip/seng440project

Optimized Singular Value Decomposition (SVD) on an ARM machine

Language: C - Size: 2.55 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1

harshgeek4coder/Multilabel_Document_Categorization_

This Repository consists of work done for performing Multilabel document categorization using Semi-Supervised Learning

Language: Python - Size: 13.9 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

Rishabhdhyani/Swadeshi-Kart

An Indian fashion e-commerce website built using the Django web framework. It provides various functionalities, including a rating and review system with a recommender system build using a matrix factorization-based algorithm(SVD).

Language: CSS - Size: 36.5 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

andrewssobral/redsvd

redsvd - RandomizED Singular Value Decomposition

Language: C++ - Size: 532 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 3

anant1203/DSP-Final-Santanader-Recommendation Fork of dsp-uga/DSP-Final-Santanader-Recommendation

Santander’s small number of customer see the recommendation but many others don’t see any. This result in uneven customer experience. The goal of this project is to predict which product their customer will use in the future based on their past behavior and that of similar customers.

Language: Jupyter Notebook - Size: 106 KB - Last synced: 11 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

mrinal1704/Recommendation-Engine-with-IBM

This repo contains my first hands-on experience in developing a Recommendation engine using IBM Watson Studio dataset. The goal is to recommend the articles to the user using varius types of Recommendation engines that I studied while pursuing my Data Science Nanodegree from Udacity.

Language: Jupyter Notebook - Size: 4.62 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 2

rajtulluri/Movie-recommendation-system

A basic movie recommendation system using collaborative filtering methods on MoiveLens dataset.

Language: Jupyter Notebook - Size: 667 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Swatichanchal/IBM-Recommendation

Concepts for the recommendation of articles . Udacity Data Science Nanodegree Program 3rd Project - Recommendation Engines .

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abg3/IBM-Recommendation-Engine

Build a recommendation system using IBM Watson Studio platform.

Language: HTML - Size: 4.03 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0