spmf

Python SPMF Wrapper 🐍 🎁

A handy Python wrapper of the famous VMSP algorithm for mining maximal sequential patterns.

The official repository of the popular SPMF Open Source Pattern Mining Software/Library. It offers implementations of 300+ data mining algorithms for pattern mining, including tasks such as association rule mining, itemset mining, sequential pattern mining, sequential rule mining.

A visualization tool that supports queries and pattern mining for event sequence exploration

Fork of the SPMF Open-Source Data Mining Library from Prof. Philippe Fournier-Viger

A Python client CLI and GUI for the SPMF-Server. Programmatically submit pattern mining jobs, poll job status, and fetch results — or use the included graphical interface for interactive exploration of the SPMF data mining library.

The SPMF-Server exposes the SPMF data mining library as an HTTP REST API, enabling clients to submit pattern mining jobs, poll their status, and retrieve results programmatically or via a graphical client.

Some code and data on demographic sequences

SPMF is an open-source data mining mining library written in Java, specialized in pattern mining (the discovery of patterns in data) .

Java-based data mining project leveraging Weka and SPMF to implement association rule mining, predictive modeling, and text classification.

Adaptive Incremental Target Regular Sequential Pattern Mining (Ada-IncTaSPM): Java reference implementation and benchmark harness accompanying the submitted paper. MIT licensed.

Source code va datasets cua de tai NCKH cap truong HUFLIT H2025-01: Khai pha mau tuan tu da muc tieu tren du lieu luong (MOS-SPM) - cua so truot ket hop support, utility va regularity.

Simple Web app to find Periodic High Utility Itemsets in Transaction Database.

A Rigorous Sampling-Based Approach for Sequential Pattern Mining

Ce projet, sert à créer des règles d'association en utilisant SPMF et prédire l'activité des molécules en utilisant le coefficients de similarité et une interface VBA. De plus, un dossier contient des bases à données et les requêtes pour visualiser les résultats sous Neo4j.

Sales Program using SPAM in Java

Ce projet est une version corrigée de l'algorithme cgSpan de Philippe FOURNIER-VIGER qui ne fonctionne pas correctement.

Full-stack itemset mining app with Java (Spring Boot, Maven) backend, Python classifier API, React frontend, and Swagger UI documentation.