GitHub topics: apriori-algorithm-python
GeorgeSichinga/-Data-Mining-Using-A-Priori-Algorithm-for-Movie-rentals
This repository demonstrates the use of the A Priori algorithm to mine association rules from a movie rentals dataset, uncovering frequent itemsets and insights into customer rental patterns.
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AaryanGole26/CineSLEUTH
CineSLEUTH is an intelligent movie recommendation system that combines advanced ML techniques such as TF-IDF vectorization, cosine similarity, fuzzy matching, and Apriori-based collaborative filtering. The system provides highly accurate and personalized movie recommendations for users.
Language: Python - Size: 26.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
JenithaLessie/Understanding-Alcohol-Product-Relationships-Using-Association-Rule-Learning
Association rule learning (Apriori Algorithm)
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M-Dogra/Python
Market Basket Analysis on Online Retail data
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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: 68.4 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 10 - Forks: 0
Bharathlakshmi/Data-Mining
Data Mining Algorithms
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GeorgiiVoyakin/mirea-big-data
Python Big Data programming tasks for institute
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farooqueesamiya/Association-Rule-Learning-Apriori-Eclat
In this repository, we will explore apriori and eclat algorithms of association rule learning models for market basket optimization.
Language: Python - Size: 67.4 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1
TEAM-7-SAD/SweetAvenuePOS
Point-of-Sale (POS) for Sweet Avenue Coffe • Bakeshop
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hanageofanii/tanaman-harmoni
Tanaman Harmoni
Language: Python - Size: 1.12 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
AdrianaMacc/Covid-19-BigData-Project
SARS-COV-2 genome analysis using Big Data algorithms in order to find clusters of similar mutations that belongs to different clades which mutate together and generate the correspondent clade.
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mbarki-mohamed/tinyApriori
A tiny python implementation of the Apriori algorithm to find frequent itemsets.
Language: Python - Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
nadim365/EECS_4412_A1
Using Apriori algorithm to generate rules from a given dataset
Language: Python - Size: 13.7 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
memu1227/Data-Mining
Midterm Project
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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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Madeshwar01/Market_basket_insights
Market basket analysis is a technique used mostly by retailers to identify which products clients purchase together most frequently. This involves analyzing point of sale (POS) transaction data to identify the correlations between different items according to their co-occurrence in the data.
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RitreshGirdhar/Apriori-Algorithm
Data Mining show frequently bought related Item - For forecasting shelf item to continue retail growth
Language: Python - Size: 548 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1
svechino/Product-Range-Analysis
Practicum 100 project: analyze the store's product range and identify patterns that could be used in marketing strategy for boosting profit and customer satisfaction
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vaasugambhir/mining-large-datasets
Python implementation of the Apriori, PCY, Multistage and Multihash algorithms
Language: Python - Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
SarraLKSC/Minning-patterns-in-data
The repo includes two versions of the apriori algorithm for minning patterns in transactional data
Language: Python - Size: 2.23 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
sumeetsuman83/ML
Machine Learning Algorithms
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DayoSamuel/Ecommerce-Data-Analysis-and-Purchase-pattern-discovery-using-Apriori-Algorithm-
Ecommerce Data Analysis and Purchase pattern discovery using Apriori Algorithm
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Berhanetek/Big-data
Selected topics in big data analytics
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victorchendra02/IBDA3122-Knowledge-Discovery-UTS
IBDA3122 Knowledge Discovery UTS. Applying Knowledge Discovery on (1) Northwind dataset/database. (2) Online Retail dataset using Market Basket Analysis (Apriori Algorithm). Using pandasql & mlxtend library with visualization.
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deepshig/apriori-python
Simple python implementation of Apriori Algorithm to extract association rules from a given set of transactions
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NaynaJahan/Identifying-best-deals-recommended-paired-products-using-Association-Rule-Learning-Apriori
Identifying best deals (recommended pairs for market optimization deals to optimize profits) using Apriori model which is an Association Rule Learning model.
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adarsh-nl/FP-growth-algorithm-from-scratch
FP Growth algorithm implemented using python
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rajtulluri/Apriori-Algorithm-Python
A python code, implementing the Data Mining algorithm - Apriori.
Language: Python - Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 3
jahnvisikligar/Maximizing-Sales-with-Customer-Segmentation-using-RFM
Performed exploratory data analysis (EDA) to create graphical visualisations for 'Sales per country' on cleaned data. As part of the case study, customer segmentation (RFM analysis) and the Apriori algorithm were implemented.
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HwaiTengTeoh/Market-Basket-Analysis
To demonstrate the use of market basket analysis to identify valuable and significant associations between items by using lists of groceries transactions
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esmailza/Apriori-algorithm-apache-spark
An Apache Spark implementation of the Apriori algorithm to calculate the frequent item sets and association rules.
Language: Python - Size: 5.86 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
RodiScheele/data_mining_project 📦
A few implementations of the Apriori algorithm in Python
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NANDINI-star/Apriori-Algorithm
Reading and cleaning data, Data Visualization, Apriori algo. Kaggle Solution, the Bread Basket Dataset.
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adonitakos/Data-Mining-course
Python and Jupyter Notebook programs written from my university Data Mining course
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rodosingh/DA-1-IIITH
Course Materials (along with assignments) for Data Analytics I, done as a part for requirement of the course "DA-1" (course-code: CS4.405.M21) @ IIITH. Note: If you are cloning this or taking help of this repo, try to star the repo.
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prathmachowksey/NFHS-4-Analysis
This project explores factors affecting child stunting and influence of contraceptive awareness in women on other health indicators using NFHS-4 (National Family Health Survey - 4, India) data.
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Jenil-Vekaria/BakeryShop-Apriori-Algorithm
☕ Applying Apriori Algorithm to understand the customer purchase behaviour at "The Bread Basket", a bakery located in Edinburgh, Scotland 🍞
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Aarif123456/Mining-Frequent-Itemsets
Implementation of PCY and Apriori algorithm
Language: Python - Size: 1.56 MB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
Karan-Malik/Apriori-Eclat
Association Learning for Market Basket Analysis using Apriori and Eclat
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micb21/AssociationRules_Apriori_R
Apriori Algorithm in R Programming - Adult UCI Dataset
Language: R - Size: 707 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
kiprenko/data-mining-purple
This repository contains my data mining laboratory works from the 4th course of Computer Science in KhNU by the name of V. N. Karazin.
Language: Python - Size: 32 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1
