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GitHub topics: sequence-mining

UdayLab/PAMI

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

Language: Jupyter Notebook - Size: 168 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 260 - Forks: 196

jacksonpradolima/gsp-py

GSP (Generalized Sequence Pattern) algorithm in Python

Language: Python - Size: 126 KB - Last synced at: 15 days ago - Pushed at: 17 days ago - Stars: 37 - Forks: 23

padmavathi2905/US-Health-Data-Sequntial-PatternMining-Application

Pattern mining finds useful patterns for decision-making and prediction, especially in sequence mining. It is widely applied in retail, healthcare, and security, including medical data analysis. Analyzing US health data (2013–2017) helps identify mortality-related patterns. The PrefixSpan algorithm extracts sequential patterns from this dataset.

Language: Java - Size: 161 KB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

zakimjz/IBMGenerator

IBM Synthetic Data Generator for Itemsets and Sequences

Language: C++ - Size: 24.4 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 9

SamanehSaadat/ExplainingDifferencesInDiscreteSequences

Explaining Differences in Classes of Discrete Sequences

Language: Python - Size: 11.7 KB - Last synced at: 25 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

dorian-roux/HyPe13_Teaching-Analytics 📦

Data Generation and Figure Construction to Describe Teaching Analytics and Provide Insight into Their Importance in the Evolution of Educational Methods.

Language: HTML - Size: 7.59 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

NZubia/ST-ReSeFi

Suffix Tree based method to find repeated sequences

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

vitaliy-ostapchuk93/disease-pattern-miner

Disease Pattern Miner is a free, open-source mining framework for interactively discovering sequential disease patterns in medical health record datasets.

Language: Java - Size: 10.5 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 11 - Forks: 8

hnievat/EpisodeMiningR

WINEPI Episode Mining algorithm for R based on Python implementation by duytri and nkmrtty

Language: R - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ellietoulabi/DataMiningCourseHomeworks

Solutions to data mining course homeworks.

Language: Jupyter Notebook - Size: 20.2 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

dimachine/SeqDem

Some code and data on demographic sequences

Language: Python - Size: 51.8 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 7 - Forks: 1

bhlmn/sequence-graph-transform Fork of datashinobi/Sequence-Graph-transform

Size: 10.7 KB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0

zakimjz/cSPADE

cSPADE: mining frequent sequence patterns with constraints (extension of SPADE)

Language: C++ - Size: 40 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 3

chrisPiemonte/crime-analysis

Association Rule Mining from Spatial Data for Crime Analysis

Language: Jupyter Notebook - Size: 81.2 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 29 - Forks: 11

zakimjz/PRISM

PRISM Algorithm for frequent sequence mining using the block-encoding approach

Language: C++ - Size: 50.8 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

zakimjz/tposedb

Utils for itemset and sequence mining

Language: C++ - Size: 25.4 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

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: over 4 years ago - Stars: 4 - Forks: 0

zakimjz/DMTL

Data Mining Template Library

Language: C++ - Size: 5.74 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

zakimjz/VOGUE

VOGUE: Variable Order HMM with Duration

Language: Python - Size: 1.65 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

SamanehSaadat/ContrastMotifDiscovery

A contrast motif discovery approach for analyzing discrete sequences.

Language: Python - Size: 892 KB - Last synced at: 25 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

zakimjz/SPADE

SPADE frequent sequence mining algorithm

Language: C++ - Size: 44.9 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

felihong/wikidata-sequence-analysis

Language: Python - Size: 84.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Related Keywords
sequence-mining 22 python 5 data-mining 5 frequent-pattern-mining 4 machine-learning 3 pattern-mining 3 pattern-recognition 3 itemset-mining 3 sequence-analysis 3 datamining 3 data-science 3 frequent-sequence-mining 2 spade 2 healthcare-application 2 r 2 data-visualization 2 synthetic-dataset-generation 2 data-mining-algorithms 2 data-analysis 2 spatial-data 2 gensim 1 jupyter 1 doc2vec 1 kdd 1 matplotlib 1 data-quality-measurement 1 crime-data 1 crime-analysis 1 crime 1 association-rules 1 anaconda 1 constraints 1 spmf 1 demographic-sequences 1 visualization 1 random-forest 1 poisson-regression 1 pca 1 outliers 1 motif-discovery 1 minecraft 1 collaboration 1 varible-order-hmm 1 sequence-modeling 1 sequence-classification 1 hmm 1 higher-order-hmm 1 graph-mining 1 generic-data-mining 1 time-series-analysis 1 ransomware-mitigation 1 ransomware-detection 1 ransomware 1 classification-algorithims 1 spatial-analysis 1 shapefile 1 sentence-clustering 1 scikit-learn 1 pandas 1 icd 1 disease-prediction 1 datascience 1 big-data 1 longest-common-substring 1 teaching-analytics 1 sequence-datasets 1 prediction 1 patterns 1 java 1 dataset 1 sequential-patterns 1 gsp 1 stream-mining 1 spatiotemporal-data-analysis 1 spatiotemporal-data 1 periodicity 1 periodic-patterns 1 frequent-subgraphs 1 frequent-itemsets 1 normalization 1 neural-network 1 naive-bayes 1 logistic-regression 1 linear-regression 1 hierarchical-clustering 1 evaluation 1 decision-trees 1 clustering 1 binning 1 assiciation-rule-learning 1 winepi 1 frequent-episodes 1 event-sequence 1 episode-mining 1 webapp 1 research-tool 1 research 1 medical-informatics 1 icd-9 1