UdayLab/PAMI

PAMI is a Python library containing 100+ algorithms to discover useful patterns in various databases across multiple computing platforms. (Active)

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ML-KULeuven/locomotif_dok

LoCoMotif-DoK is a time series motif discovery method that leverages domain knowledge represented by hard and soft constraints. It discovers variable-length motif sets in a multivariate time series using time warping.

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SagharShafaati/FL-IoT-Aquaponics-PatternMining

This repository contains the Python implementation for the article "Scalable Anomaly Detection and Pattern Mining in IoT Aquaponics Systems via Federated Learning." The code integrates PrefixSpan for pattern mining and a federated learning framework for decentralized anomaly detection in IoT-enabled aquaponics systems.

Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

JaredSchwartz/RuleMiner.jl

RuleMiner is a package for data mining in Julia with support for itemset and association rule mining algorithms

Language: Julia - Size: 3.09 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 25 - Forks: 5

chuanconggao/PrefixSpan-py

The shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.

Language: Python - Size: 72.3 KB - Last synced at: 16 days ago - Pushed at: 26 days ago - Stars: 419 - Forks: 92

acdmammoths/ROhAN-code

ROhAN: Row-Order Agnostic Null Models for Statistically-sound Knowledge Discovery

Language: Java - Size: 2.15 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 1

ML-KULeuven/locomotif

LoCoMotif is a time series motif discovery method that discovers variable-length motif sets in multivariate time series using time warping

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fidelity/seq2pat

[AAAI 2022] Seq2Pat: Sequence-to-Pattern Generation Library

Language: Python - Size: 8.87 MB - Last synced at: 22 days ago - Pushed at: 7 months ago - Stars: 133 - Forks: 15

scikit-mine/scikit-mine

scikit-mine : pattern mining in Python

Language: Python - Size: 33.2 MB - Last synced at: 18 days ago - Pushed at: about 2 years ago - Stars: 73 - Forks: 10

LoLei/spmf-py

Python SPMF Wrapper 🐍 🎁

Language: Python - Size: 42 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 66 - Forks: 18

djawed-bkh/CPAIOR2024

This repository introduces two novel CP approaches for mining closed interval patterns directly from numerical datasets. Unlike existing methods that require pre- and post-processing steps to handle numerical data, our models perform pattern mining seamlessly, preserving information integrity.

Language: C++ - Size: 18.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

acdmammoths/alice

MCMC algorithms to sample random bipartite graphs with given left and right degree sequences and BJDM.

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ChataingT/DiffVersify

Language: Python - Size: 6.81 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

terrancelaw/MAQUI

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

Language: JavaScript - Size: 9.54 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 11

lady-bluecopper/ReSuM

Pattern Mining in Multi-weighted Graphs

Language: Java - Size: 2.45 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 6

MAMMAD1381/PatternMining

Pattern Mining and Analysis in Video Game Data / college project: data mining course

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ZuxingGit/MBD_assign3

Code for MBD assignment3, Group34, semester1 2024

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BorgwardtLab/HOGImine

Higher-order genetic interaction discovery with network-based biological priors.

Language: C++ - Size: 49.8 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1

TruX-DTF/fixminer_source

Mining Relevant Fix Patterns for Automated Program Repair

Language: C - Size: 191 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 9

CompNet/Pang

Pattern Mining for the Classification of Public Procurement Fraud

Language: Python - Size: 239 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

aldomontinaroam/DM1-UniPI-Project

Final project for the course "Data Mining: Foundations" (Università di Pisa, LM Data Science and Business Informatics)

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NZubia/ST-ReSeFi

Suffix Tree based method to find repeated sequences

Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

chenxuhao/GraphMiner

Graph Pattern Mining

Language: C++ - Size: 9.93 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 68 - Forks: 17

songqikong/Data-warehouse-and-mining

Implement of Apriori, PrefixSpan etc.

Language: Python - Size: 6.01 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Grade0/DM-I

"DM1 - Data Mining: Foundations" Class' Team Project - MSc in Data Science and Business Informatics @ University of Pisa

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VincentDerk/ACircuitMiner

An Arithmetic Circuit Miner

Language: Java - Size: 188 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

xgdsmileboy/GenPat

This is an automated transformation inference tool that leverages a big code corpus to guide the abstraction of transformation patterns.

Language: Java - Size: 201 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 9

mickymuis/vouw

Pattern Mining in Reduce-Fold Cellular Automata

Language: TeX - Size: 30.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

wletsou/ChromosomeOverlap

Chromosome Overlap: code accompanying "Refining the genetic risk of breast cancer with rare haplotypes and pattern-mining" by Letsou et al. DOI: 10.26508/lsa.202302183

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kostadubovskiy/sequence-finder

This was an assigned computer science project for a summer opportunity. Look at the README.md file for more info!

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vishalpallerla/PatternMiningUsingApriori

Language: Java - Size: 928 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 1

TiphaineV/pattern-mining

Language: Jupyter Notebook - Size: 74.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

rexagod/matcher-cli

Node-based CLI utility for local matcher-core configs' headless testing 🎈

Language: JavaScript - Size: 293 KB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 12

OsamaAlhalabi/Prefix-Span

Language: Jupyter Notebook - Size: 1.03 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

RobertoDimatteo/MAP_20-21

Progetto dell'anno 2020-2021 per l'esame di Metodi Avanzati di Programmazione presso l'Università degli Studi di Bari Aldo Moro.

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opencog/pattern-index 📦

Fast indexes for the AtomSpace

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MathynS/emm

Exceptional Model Mining is a descriptive data mining technique to find interesting patterns in datasets. This package contains a Python inmplementation of Exceptional Model Mining that can be applied to any dataset.

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dinasv/CSBFinder

A Java Desktop application with a graphical user interface for the discovery of colinear syntenic blocks across thousands microbial genomes

Language: Java - Size: 23.2 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 3

XiaoqiMa/shapSD

Explain variable influence in black-box model through pattern mining

Language: Python - Size: 16.3 MB - Last synced at: 28 days ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

beaugogh/visualmining 📦

various visual-mining / data-mining programs

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zakimjz/SCPM

SCPM algorithm for structural correlation pattern mining

Language: C++ - Size: 94.7 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 2

lecfab/volt

Vertex Ordering to List Triangles: a fast C++ tool for triangle counting or listing in big graphs. See associated paper: https://arxiv.org/abs/2203.04774

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walice/jupyter-book-IFF

Jupyter book on unsupervised machine learning to detect patterns in illicit trade data

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lady-bluecopper/MaNIACS

Approximate Pattern Mining in Labeled Graphs

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nphdang/ECSM

C# code of ECSM (AI 2016 conference)

Language: C# - Size: 5.06 MB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 5 - Forks: 1

lady-bluecopper/FreSCo

Frequent Pattern Mining in Simplicial Complexes

Language: Java - Size: 24.9 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

AhsanAyub/irp-driven-ransomware-analysis

This repo is created to perform I/O Request Packet (IRP) driven ransomware analysis where the IRP logs were collected during ransomware execution.

Language: Python - Size: 76.6 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

mfigurski80/apriori_pattern_miner

Apriori Pattern-Mining Algorithm implementation using multi-threading and other optimizations

Language: Rust - Size: 83 KB - Last synced at: 12 days ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

majpark21/CODEX

Convolutional Neural Network for Dynamics EXploration (CODEX) is a method for mining time-series dataset by leveraging CNN features.

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joaorafaelsantos/msc-thesis

MSc thesis about patterns for documenting open source frameworks

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acdmammoths/datasetgenerator

A porting to modern g++ and C+11 of the IBM Quest dataset generator

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dhernandezl/Frequent-Itemsets

Genetic Algorithm for frequent itemsets.

Language: Java - Size: 248 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

sdall/disc-aaai20

Describe data in terms of informative and concise sets of patterns

Language: C++ - Size: 507 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 2

chuanconggao/PrefixSpan-scala

The shortest yet efficient implementation of the famous sequential pattern mining algorithm PrefixSpan in Scala.

Language: Scala - Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 1

gaetanoantonicchio/DataMining-1

Repository for "Data Mining - Fundamentals" projects exam.

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ClarkDinh/PUSOM

This project proposes an efficient algorithm for mining periodic high-utility sequential patterns

Size: 5.86 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

alexisfacques/instacart-basket-data

Exploring and mining basic information from an anonymised retail transactions dataset given by the company Instacart, mainly using TypeScript and NodeJS.

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yi-ji/pattern-mining

A collection of pattern mining algorithms.

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