smb-h/breast-cancer-patterns-association-rule-mining

Breast Cancer Pattern Recognition through Association Rule Mining

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ethanvillalovoz/CPTS-315-CougCoders

Final Project for Cpt_S 315 at Washington State University.

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ninadpatil09/Sales-Market-Basket-Analysis

An overview of how to perform Sales Market Basket Analysis using PySpark, focusing on the steps from data preprocessing to association rule mining. It is a method used by retailers to uncover patterns in customer purchasing behavior, involves analyzing the items that customers frequently buy together and associations between products

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remykarem/apriori-rs

Apriori for association rule mining with Python bindings 🦀🐍

Language: Rust - Size: 6.59 MB - Last synced: 3 days ago - Pushed: over 2 years ago - Stars: 11 - Forks: 1

PratikBharadwaj/Efficient-Market-Basket-Analysis-using-Hive-and-the-Apriori-algorithm

Here we are performing real time market basket analysis using hive for dynamic updating data

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smb-h/heart-disease-association-rule-mining

Analyzing heart data via association rules

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Rahafzsh/DataMiningTasks

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Joe-Wehbe/CSC461

Projects of the Introduction to Machine Learning course

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TechLeoo/Market-Basket-Analysis---E-Commerce-Store--Deep-Analysis-

This in-depth market basket analysis goes through a complete project cycle towards extracting valuable insights that the business can implement allowing them to scale. From preprocessing the data, to exploratory data analysis, association rule mining, interpretation and insights, and recommendations. This project was made to tackle these problems.

Language: Python - Size: 550 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

gurdalertek/streaming-video-platforms

R code to analyze streaming video platforms (code developed by Maitha Almemari and Mariam Almuhairi)

Language: R - Size: 675 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

damaniayesh/Analytics-in-Ecommerce

The project offers RFM segmentation, analyzing Recency, Frequency, and Monetary value. These metrics are vital for understanding customer behavior, influencing both retention and lifetime value.

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ais04134/hyperv-hadoop-spark-cluster

Hadoop Ecosystem - 대규모 빈발 패턴 마이닝을 위한 하둡 클러스터 환경 구축

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PranjalGupta2199/crime-analysis-report

Data Mining (CS F415) | Research Project

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AIdjis/FP_Growth_Algorithm

implementation of fp_growth algorithm using python3

Language: Python - Size: 4.88 KB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

faraday/borgelt

Mirror of `apriori`,`fpgrowth` and `sequoia` from `Christian Borgelt`

Language: C - Size: 479 KB - Last synced: about 2 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

firefly-cpp/NiaARM

A minimalistic framework for Numerical Association Rule Mining

Language: Python - Size: 1.95 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 14 - Forks: 6

Raghavendra0827/Market_Basket_Analysis

This project is a Market Basket Analysis App that analyzes customer purchase patterns to generate association rules and offer personalized product recommendations.

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danieljosephraj/Suven-Coding-Internship

Online Coding Internship By Suven Consultants & Technology. During this Internship, I have worked on projects related to Data Analytics, Machine Learning, NLP and Association Rule - Mining.

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apoorvadudani/Market-Basket-Analysis-Using-Supermarket-Retail-Data

I use R to analyze shopping transaction data, identify which supermarket items are frequently purchased together using association rule mining and the strength of those relationships, visualize the findings, and evaluate potential profit margins for different items.

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dsvirenpai/Association_Rule_Mining

Using Customer Buying Patterns to Improve Warehouse Layout

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unlv-evol/roles-smells-metrics-package

Empirical Investigation of the Relationship Between Design Smells and Role Stereotypes

Language: Java - Size: 294 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Mickeyo0o/MoviesAssociationRuleDataMining

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xavierfactor/Banking-Association-Rule-Mining

ARM and Market Basket Analysis using SAS Enterprise Miner

Size: 765 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Solfty2/Association_Rule_Learning

in this section we will be association rule learning on online_retail_ıı dataset

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tohid-yousefi/Association_Rule_Learning-Intro

in this section will be association rule learning on online_retail_ii dataset

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oscarlee711/machine-learning-association-rule-mining

This project is to use machine learning to find out the association in grocery order transactions and generate the learned association rule accordingly.

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williamagyapong/data-mining-projects

Houses a series of projects I worked on for a course in Data Mining that I took in my Ph.D. Data Science program at UTEP in the Fall of 2022. Covers areas such as Regularized Logistic Regression, Optimization, Kernel Methods, PageRank, Kernel PCA, Association Rule Mining, Anomaly Detection, Parametric/Nonparametric Nonlinear Regression, etc.

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guptaanmol184/big-data-lab

Analytics and Systems of Big Data

Language: Python - Size: 9.52 MB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 15 - Forks: 8

Oklein1/Association-Miner-API

Explore the Association Miner API, a lightweight and versatile machine learning tool designed for effortless integration and predictive insights. Uncover valuable patterns in diverse datasets, from supermarket transactions to online user behavior, with the power of association rule learning at your fingertips.

Language: Clojure - Size: 581 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

ketanmakde/Association_Rule_Learning-

Association Rule Learning discovers valuable patterns in retail datasets, optimizing product placement and informing targeted marketing. Its broad applicability extends beyond retail, aiding decision-making across various domains through meaningful data insights

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AlfaBetaBeta/Association-Rules

Association rule mining and visualisation on a sample dataset of an online teaching platform.

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anujahlawat/movies-association_rule_mining

practice 6.2 | association rule mining | Apriori algorithm | movies dataset

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anujahlawat/book_dataset-association_rule_mining

practice 6.1 | association rule mining | Apriori algorithm | book dataset

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walidbosso/R_Data_mining

Extract knowledge from a data using different techniques.

Language: R - Size: 9.75 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

Manash-git/Causes-of-Smoking-using-Association-Analysis

This is a project of finding a strong association within attributes on a Smoking Dataset.

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Manash-git/Market-Busket-Analysis-using-Association-Rule-Mining

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rtimbro185/syr_mads_ist707_data_analytics

Syracuse University, Masters of Applied Data Science - IST 707 Data Analytics

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madhurimarawat/Intelligent-Data-Analysis

This repository contains data analysis programs in the Python programming language.

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talitacgs/Market_basket_analysis_with_Apriori

Market basket analysis using Apriori algorithm and association rules

Language: Python - Size: 256 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

kaylaisya/MarketBasketAnalysis

Implementation of Apriori Algorithm on Market Basket Data with Rstudio

Language: R - Size: 521 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

nikosp2196/mrs

Association Rules & Data Streams

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firefly-cpp/uARMSolver

universal Association Rule Mining Solver

Language: C++ - Size: 604 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 8 - Forks: 11

nihitparikh/Predictive-Analysis-for-Stated-Consumer-Preference-Data-for-Monitor-Industry

This repository includes my marketing/data analytics project on monitor dataset that includes Maximum Likelihood Model, Market Simulation, Cluster Analysis, Market Basket Analysis, Association Rule Mining, Hierarchical Bayesian Regression Model, R script code.

Language: R - Size: 9.29 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

quadrantofsola/Association-Rule_Mining

Using R to Perform Market Basket Analysis on given retail dataset to determine 100% confidence

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larakaracasu/Association-Rule-Extractor

An association rule extractor for 2023 NY Complaint Data.

Language: Python - Size: 91.8 KB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

fatihsen20/Frequent-Mining-Algorithms

"Frequent Mining Algorithms" is a Python library that includes frequent mining algorithms. This library contains popular algorithms used to discover frequent items and patterns in datasets. Frequent mining is widely used in various applications to uncover significant insights, such as market basket analysis, network traffic analysis, etc.

Language: Python - Size: 66.4 KB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 7 - Forks: 0

mayorofdata/DATA-475-Final-project

The project is aimed at creating four (4) reports that will examine different aspect of data analytics using Python as the primary tool

Language: Python - Size: 6.84 KB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

kkrusere/Market-Basket-Analysis-on-the-Online-Retail-Data

The project dives into transaction records of an online retail business to uncover hidden relationships between products. The overall goal is a data-driven approach to enhance the customer shopping experience, improve loyalty, boost profitability, tailor marketing strategies, and optimize inventory management via strategic business decisions.

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noeyislearning/analyzing-consumer-behaviour

This analysis delves into the fascinating world of retail data to unlock valuable insights for businesses. Market Basket Analysis is a powerful technique that allows retailers to understand customer behavior, identify item associations, and offer personalized recommendations.

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MinahilSadiq1/Association_Rule

Applying association rule mining to find maximal frequent item sets and association rules.

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juhijj/Covid-19-Analysis

Analysis of Covid-19 date using machine learning models - Decision Tree, Logistic Regression, Neural Networks, Predictive Mining, Association mining, Clustering.

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FatemehGholamzadeh/Data-Mining-Course-Assignments

Data Mining Course Assignments - Fall 2019

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BinhPhan13/apriori

Language: Python - Size: 283 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

ashishpatel26/Market-Basket-Analysis

Association rule mining is a technique to identify underlying relations between different items.

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PRiauwindu/Analytics-Occupation-Deep-Dive

Deep dive analysis into analytics-related career and occupations. Alternate website: https://colab.research.google.com/github/PRiauwindu/Analytics-Occupation-Deep-Dive/blob/main/United%20States%20Analytics%20Occupations%20Deep%20Dive%20.ipynb#scrollTo=ac95be20

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JCGCosta/AssociationRulesInRoadAccidentData

This Project is based on my scientific initiation project.

Size: 1.15 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

nsb700/association_mining_demo

Association Mining between Diagnoses and Medical Services

Language: Python - Size: 683 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

ahujaya/Web-Logs-Unsupervised-and-Supervised-Machine-Learning-Association-Rule-Mining-ARIMA-Prediction

Web Logs Data Unsupervised, Supervised Learning, Association Rule Mining & ARIMA Prediction. Web Crawling of citation information from Google Scholar

Language: Jupyter Notebook - Size: 4.48 MB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

ManojPrabhakar/Mining-Association-Rules-From-Semantic-Data

Finding Association Rules from Semantic web data using Spark framework

Language: Scala - Size: 241 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

khusheekapoor/DataAnalyticsProjects

Mini Projects on Data Analytics including Exploratory Data Analysis, Recommendation Systems, Association Rule Mining, Sentiment Analysis, Time Series Analysis

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Joe-Wehbe/market-mining

Machine learning model that predicts which customers will buy a bank investment plan based on their demographic information

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liacov/ARM-house-votes

Association Rule Mining on the votes of the 1984 United States Congressman dataset. Project for the Knowledge and Data Mining exam.

Language: Jupyter Notebook - Size: 6.99 MB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

anaeim/apriori

C++ Implementation of Apriori Algorithm in Transactional Databases

Language: C++ - Size: 158 KB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

AkalyaAsokan/Machine-Learning-Association-Rule-Mining

Analyzing Behavior of ISIS and Al-Qaeda using Association Rule Mining (A Research Paper Implementation)

Language: R - Size: 151 KB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 5 - Forks: 1

DayoSamuel/Ecommerce-Data-Analysis-and-Purchase-pattern-discovery-using-Apriori-Algorithm-

Ecommerce Data Analysis and Purchase pattern discovery using Apriori Algorithm

Language: Jupyter Notebook - Size: 2.57 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

imSrbh/RecsysAssociationPy

Collaborative Filtering and Association Rule Mining App

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aadimangla/Market-Basket-Optimization

Market Basket Analysis What is it? Market Basket Analysis is a modelling technique based upon the theory that if you buy a certain group of items, you are more (or less) likely to buy another group of items. For example, if you are in an English pub and you buy a pint of beer and don't buy a bar meal, you are more likely to buy crisps (US. chips) at the same time than somebody who didn't buy beer.

Language: Python - Size: 432 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 8 - Forks: 3

Coder-Chitta/Machine-Learning-Hands-On-Association-Rules

Association Rules

Language: Jupyter Notebook - Size: 68.4 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

doguilmak/Shopping-with-Association-Rules-Analysis

Create relation between the people who buy the products and the products they might buy with the association rules analysis.

Language: Jupyter Notebook - Size: 218 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

ozgekaracam/Association-Rule-Mining

Implementation of Apriori algorithm in Python

Language: Jupyter Notebook - Size: 1.71 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

AIdjis/Apriori_Algorithm

implementation of Apriori algorithm using python3

Language: Python - Size: 1.95 KB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

polaternez/Machine-Learning-Basics

Repo for ML Basics

Language: Python - Size: 1.06 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

subhranil2605/Machine-Learning

Machine Learning Algorithm Implementation from Scratch using Pyhon

Language: Jupyter Notebook - Size: 1.97 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

AneshaaK/Movie-Recommendation-System

Build a Movie recommendation system based on “Association Rules”

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GraceSeun/APPLICATION-OF-APRIORI-ALGORITHM-IN-GENERATING-ASSOCIATION-RULES-ON-AN-ONLINE-RETAIL-DATASET

APPLICATION OF APRIORI ALGORITHM IN GENERATING ASSOCIATION RULES ON AN ONLINE RETAIL DATASET

Language: Jupyter Notebook - Size: 2.61 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

khusheekapoor/Product-Sequence-Predictor-and-Recommender

A Product Sequence Predictor and Recommender Application made as a part of the Machine Learning Lab Course in the curriculum of B. Tech. Data Science & Engineering at Manipal Institute of Technology.

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antononcube/WL-AssociationRuleLearning-paclet

Wolfram Language (aka Mathematica) paclet for association rule learning.

Language: Mathematica - Size: 211 KB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

ejaj/data-science

Data science and data mining

Language: Jupyter Notebook - Size: 30.2 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

ianjeffries/election-predictions

Predicting election results by county for the 2016 US general election with machine learning in R.

Size: 18.5 MB - Last synced: 6 months ago - Pushed: about 5 years ago - Stars: 3 - Forks: 1

MortezaEmadi/Behavioral-Data-Mining-of-Occupants-Energy-Consumption

Identification, Recommendation, & Ranking of Occupants' Behavioral Energy - Master's Thesis

Language: Python - Size: 5.13 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

firefly-cpp/NiaARM.jl

Numerical Association Rule Mining in Julia

Language: Julia - Size: 557 KB - Last synced: 4 days ago - Pushed: 2 months ago - Stars: 0 - Forks: 3

KelvinLam05/market_basket_analysis

Affinity analysis for market basket recommendation. Implemented using the FP-Growth algorithm.

Language: Jupyter Notebook - Size: 871 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

adarsh-nl/FP-growth-algorithm-from-scratch

FP Growth algorithm implemented using python

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kamel402/details-fast-api

This is an API implementation of our graduation project "details" using FastAPI

Language: Python - Size: 1.04 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1

rajtulluri/Olist-business-analysis

A detialed analysis on the customers, products, orders and shipments of the Brazilian E-commerce giant Olist.

Language: Jupyter Notebook - Size: 85.6 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 9 - Forks: 6

MonikaBer/Association_Rule_Mining

Association rules (with taxonomy) mining

Language: C++ - Size: 1.63 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

navreeetkaur/frequent-pattern-mining

Association Rule Mining using Apriori algorithm and FP-tree

Language: Java - Size: 1.58 MB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 3

SinghHarshita/Frequent-Pattern-Mining-Spark

PCY Algorithm for Frequent Pattern Mining using Pyspark

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asgaardlab/21-markos-test_case_improvement_framework-code

Repository with the source code of our experiments for an automated NLP-based framework to improve test cases written in natural language

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jahnvisikligar/Datamining

This repository is reflection of the datamining and machine learning algorithms work implemented by me under the coursework - ECS766P

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ifeakinola/Assessment-of-the-factors-that-influence-contraceptive-method-choice-using-association-rule-mining

Using Apriori algorithm to identify the combination of socio-economic factors that influence contraceptive method choice

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tokakhaled/Instacart-Market-Basket-Analysis

Recommender system that predicts your next order based on your previous purchases. Also, it discuss the association between product purchases.

Language: Jupyter Notebook - Size: 1.37 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

tohid-yousefi/Association_Rule_Learning_Recommender_Online_Retail_ii

In this section i will create a association rule learning recommender on the online_retail_ii dataset

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tohid-yousefi/Armut_Association_Rule_Learning_Recommender_System

In this section i will create a association rule learning recommender on the Armut dataset

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anirudhs123/Neural-Recommender-system

This work involved building a pipeline of recommender systems comprising of Popularity based recommender, KNN similarity based Clustering recommender, Item-Item association based recommender, Bi-Partite graph based association recommender, Neural Graph based Collaborative Filtering and Neural Embedding based Collaborative filtering.

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zilmabezerra/portfolio

👉 Click here to see some of my personal projects 👈

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Wamuza1/Market_Basket_Analysis

The main objective of this analysis is to identify products that customers want to purchase, and enables sales and marketing teams to develop more effective product placement, pricing, cross-sell, and up-sell strategies.

Language: Jupyter Notebook - Size: 984 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

harshithraj08/IMPLEMENTATION-OF-ASSOCIATION-RULE-MINING-AND-REGRESSION-ON-E-LEARNING-PLATFORM

IMPLEMENTATION-OF-ASSOCIATION-RULE-MINING-AND-REGRESSION-ON-E-LEARNING-PLATFORM

Size: 2.94 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

dhirajbag/triclustering-using-suffix_forest

UG Final Year Project based on Suffix Forest Based Tri-clustering

Language: Python - Size: 1010 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

FirstGalacticEmpire/association_rules_for_subreddits

Subreddit recomendation system based on association rules harvested using data mining algorithms.

Language: Jupyter Notebook - Size: 35.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0