Data Science Python Beginner Level Project

neural-network random-forest machine-learning-algorithms datascience pca artificial-neural-networks convolutional-neural-networks kmeans support-vector-machines decision-tree nlp-machine-learning clustering-algorithm forecasting-models machine-learning-tutorials xgboost-algorithm machine-learning-projects knn-algorithm eclat-algorithm apriori-algorithm-python machine-learning-projects-beginners

• Updated Jul 11, 2020
• Jupyter Notebook

"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.

python data-science data-mining apriori frequent-itemset-mining association-rules frequent-pattern-mining apriori-algorithm fpgrowth eclat association-rule-mining eclat-algorithm apriori-algorithm-python frequent-sequence-mining hmine hmine-algorithm

• Updated Feb 3, 2025
• Python

Simple python implementation of Apriori Algorithm to extract association rules from a given set of transactions

jupyter-notebook python3 transactions apriori association-rules apriori-algorithm market-basket-analysis apriori-algorithm-python

• Updated Feb 1, 2021
• Jupyter Notebook

A python code, implementing the Data Mining algorithm - Apriori.

python frequent-itemset-mining datamining apriori-algorithm apriori-algorithm-python data-mining-algorithm

• Updated Feb 26, 2020
• Python

In this repository, we will explore apriori and eclat algorithms of association rule learning models for market basket optimization.

market-basket-analysis association-rule-learning market-basket-optimization eclat-algorithm apriori-algorithm-python

• Updated Aug 18, 2023
• Python

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.

data-mining data-processing clustering-algorithm association-rule-mining fp-growth-algorithm apriori-algorithm-python

• Updated Jul 4, 2022
• Jupyter Notebook

Data Mining show frequently bought related Item - For forecasting shelf item to continue retail growth

data-science datamining apriori-algorithm apriori-algorithm-python

• Updated Mar 12, 2022
• Python

GitHub repository showcasing Machine Learning code: KNN, KMeans, Random Forest, Decision Tree, Apriori, Conflict Serializable, Naive Bayes used for skin detection and UCI dataset evaluation to check accuracy. Extensively tested on reliable datasets like breast_cancer and iris, providing valuable insights for ML training and testing.

python random-forest clustering naive-bayes naive-bayes-classifier classification k-means knn decision-tree apriori-algorithm skin-detection conflict-serializability apriori-algorithm-python

• Updated Jul 30, 2023
• Python

FP Growth algorithm implemented using python

python data apriori datamining fpgrowth association-rule-mining apriori-algorithm-python datamining-algorithms

• Updated Feb 14, 2023
• Jupyter Notebook

Identifying best deals (recommended pairs for market optimization deals to optimize profits) using Apriori model which is an Association Rule Learning model.

machine-learning association-rule-learning apriori-algorithm-python

• Updated Sep 21, 2021
• Jupyter Notebook

An optimized Python implementation of the Apriori algorithm featuring dynamic and level-wise adaptive thresholding. Designed to reduce noise and boost performance, achieving up to 97% faster execution on medical datasets.

python data-mining association-rules apriori-algorithm apriori-algorithm-python

• Updated Apr 9, 2026
• Python

Machine Learning Algorithms

pagerank-algorithm kmeans-clustering item-collaborative-filtering arima-model networkx-graph random-forest-classifier fp-growth-algorithm apriori-algorithm-python fast-page-package

• Updated Aug 13, 2020
• Jupyter Notebook

Point-of-Sale (POS) for Sweet Avenue Coffe • Bakeshop

point-of-sale linear-regression-python apriori-algorithm-python

• Updated Jul 19, 2024
• CSS

NextFlix is a movie recommendation system that uses Apriori association rule mining to suggest movies and analyze relationships using support, confidence, and lift.

flask machine-learning jupyter-notebook webapp python-3 association-rule-mining apriori-algorithm-python

• Updated Mar 11, 2026
• Jupyter Notebook

An ecommerce website for trading used vehicle safely with stolen vehicles database, and view recommended vehicles according to your previous viewed vehicles using Apriori-algorithm. Some additional features like hire a driver etc.

recommendation-system apriori-algorithm-python

• Updated Aug 8, 2021
• Java

To demonstrate the use of market basket analysis to identify valuable and significant associations between items by using lists of groceries transactions

python frequent-itemset-mining market-basket-analysis apriori-algorithm-python

• Updated Oct 5, 2022
• Jupyter Notebook

Implementation of Apriori Algorithm in Python

market-basket-analysis apriori-algorithm-python

• Updated Sep 2, 2022
• Jupyter Notebook

Python Big Data programming tasks for institute

python numpy sklearn plotly jupyter-notebook pandas python3 scipy apriori-algorithm fpgrowth apriori-algorithm-python

• Updated Dec 7, 2022
• Jupyter Notebook

Midterm Project

apriori-algorithm-python

• Updated Dec 17, 2023
• Jupyter Notebook

Implementation of PCY and Apriori algorithm

big-data python3 apriori pcy apriori-algorithm apriori-algorithm-python

• Updated Nov 12, 2021
• Python