process-mining

There are 26 repositories under process-mining topic.

• OpenAdapt

  OpenAdaptAI / OpenAdapt

  Open Source Generative Process Automation (i.e. Generative RPA). AI-First Process Automation with Large ([Language (LLMs) / Action (LAMs) / Multimodal (LMMs)] / Visual Language (VLMs)) Models

  process-automationpythontransformerslarge-language-modelslarge-multimodal-modelshuggingfacesegment-anythinglarge-action-modelprocess-miningagentsai-agentsai-agents-frameworkanthropicgoogle-geminiopenaiultralyticsgenerative-process-automationcomputer-usegpt4oomniparser
  Language:Python 1418

• TheWoops / awesome-processmining

  A collection of awesome resources for process mining

  awesomeawesome-listprocess-miningpython
  159

• apromore / ApromoreCore

  Apromore Open-Source Core Edition

  process-miningprocess-analyticsjavajavascriptbusiness-process-managementprocess-modelingprocess-analysis
  Language:JavaScript 139
• bpmn.ai

  viadee / bpmn.ai

  Machine learning around business processes

  aibpmnsparkmachine-learningjavakafkacamundaprocess-mining
  Language:Java 99

• AutomatedProcessImprovement / Simod

  CLI tool for automated discovery of BPS models from event logs

  process-miningbusiness-process-managementbusiness-process-simulationdigital-twinevent-logprocess-discoveryautomated-discovery
  Language:Python 48

• pm4js / pm4js-core

  Process Mining for Javascript

  process-miningjavascriptdata-sciencemachine-learningdata-miningdata-visualization
  Language:JavaScript 37

• Process-in-Chains / MINERful

  A fast, two-step algorithm for the automated discovery of, and reasoning on, declarative rules of process and system behaviour

  association-rule-analysisdeclarative-process-modelsprocess-miningrule-extractionspecification-mining
  Language:Java 34

• ivanDonadello / Declare4Py

  A Python package for declarative Process Mining with Machine Learning applications

  bpmbusiness-process-managementdeclarative-process-modelsencodinglinear-temporal-logicprocess-miningpython
  Language:Python 27

• Julian-Theis / PyDREAM

  Python Implementation of Decay Replay Mining (DREAM)

  processminingpetri-netseventlogspython3pm4pyprocessmodelsprocess-miningdata-sciencemachine-learningdeep-learningdata-miningdecay-replayxespredictiondiscrete-eventevents
  Language:Python 27

• zahradbozorgi / CausalRulesDiscovery

  https://arxiv.org/abs/2009.01561

  process-miningcausal-inferenceuplift-modelingcausalml
  Language:Python 23

• processmining-in-logistics / psm

  Performance Spectrum Miner

  visual-analyticsprocess-miningprocessminingevent-dataperformance-analysisperformance-visualizationresearch
  Language:Scala 22

• zhoudaxia233 / pyalpha

  A process mining tool written in Python3

  alpha-minerprocess-miningdata-sciencepetri-net
  Language:Python 22

• raseidi / skpm

  A process mining library built upon scikit-learn!

  data-sciencemachine-learningpredictive-process-monitoringprocess-miningsklearnprocess-science
  Language:Python 21

• pdsuwwz / celonis-vue-demo

  🧶 流程挖掘 Process mining, 基于 Vue 和 D3.js 实现 celonis 的核心流程图及流转小球动画轨迹模块

  svgd3dagre-d3vuecelonisprocess-miningvue-routervuexrpavuejsdagre
  Language:Vue 20

• twang2218 / pmap

  Process Map Visualization of event analysis in R

  rprocessmapeventloganalyticsprocess-miningevent-modelingoptimization
  Language:R 20

• itmo-escience / ProFIT

  Process mining module for Python.

  process-miningprocess-discoveryfuzzy-minergraph-algorithmsdirectly-follows-graph
  Language:Python 18

• aarkue / rust4pm

  Rust4PM: Rust for Process Mining. See also the example applications at https://github.com/aarkue/rust4pm_demos.

  process-miningprocessminingdata-science
  Language:Rust 17

• francxx96 / declare4py

  A Python package for process-mining with DECLARE models.

  declareprocess-miningpythonrule-miningbpmbusiness-process-managementdeclarative-process-models
  Language:Python 17

• beamline / framework

  The Beamline streaming process mining framework

  apache-flinkprocess-miningstream-processingstreaming-process-mining
  Language:Java 14

• bupaverse / heuristicsmineR

  Heuristics Miner in R and integrated with the bupaR framework.

  process-miningheuristics-minerbuparrevent-logpetri-net
  Language:R 14

• LienBosmans / stack-t

  Stack't is a small MDS-in-a box, that specializes in providing interoperability for object-centric event logs by mapping to a flexible & robust data hub.

  mds-in-a-boxocel2dbtduckdbprocess-mining
  Language:Python 14

• process-analytics / bpmn-visualization-pm4py

  Example of integration between bpmn-visualization and pm4py

  integrationpm4pypythonvisualizationbpmnprocess-discoveryconformance-checkingprocess-miningdemoexamplelow-quality
  Language:JavaScript 14

• ArtemBaskal / model-based-testing-calculator

  Model Based Testing of the App Based On The Description from Constructing the User Interface with Statecharts Book of Ian Horrocks using XState. Liked By XState Creator

  lucymodel-based-testingxstatereactviteplaywrightprocess-miningproperty-based-testingstorybookplantuml-diagramsmodel-driven-architecturemodel-driven-developmentmbsemodel-based-systems-engineeringmodel-driven-software-engineeringvue
  Language:TypeScript 13

• fnc11 / FuzzyMiner

  Repository for Fuzzy Miner Web application.

  python3process-miningdata-sciencefuzzy-minerpm4py
  Language:Python 13

• mehdi149 / Learning-projects

  python implementation of process mining and machine learning algorithm

  machine-learning-algorithmsprocess-miningalpha-minerregression-modelslogistic-regressionmultivariate-regression
  Language:Jupyter Notebook 13

• nhsengland / AmbModelOpen

  Discrete Event Simulation in RSimmer of Ambulance Job Cycle Times

  ambulancediscrete-event-simulationsystem-modellinghandover-delayssimmersimulationprocess-mining
  Language:R 13

• yosid16 / EDU-ProM

  Process mining for non-interactive usage

  process-miningprocess-dicovery
  Language:Java 13

• Elkoumy / amun

  Amun is a framework that achieves privacy-preserving process mining using differential privacy.

  business-process-managementdifferential-privacyprivacy-enhancing-technologiesprocess-mining
  Language:Python 12

• f-zand / fig4pm

  This repository generates process mining event log features. Most of the features have been extracted from several process mining scientific papers. Please feel free to use these features in your process mining projects and contribute to the project, if you develop new ideas :)

  processminingeventlogfeature-generationprocess-miningprocess-databusiness-process-managementprocess-analysis
  Language:Python 12

• proved-py / proved-core

  PROVED (PRocess mining OVer uncErtain Data) is a library of functionalities to perform process mining on uncertain event data.

  data-scienceprocess-mining
  Language:Python 12

• AdaptiveBProcess / DeepSimulator

  DeepSimulator is a hybrid tool between DDS and DL techniques to simulate business processes

  deep-learningdata-driven-simulationprocess-mining
  Language:Python 11

• ishwarvenugopal / GCN-ProcessPrediction

  A Deep Learning model for business process predictions. Preprint on arXiv: https://arxiv.org/abs/2102.07838

  deep-learningprocess-mining
  Language:Python 11

• bptlab / mimic-log-extraction

  A CLI tool for extracting event logs out of MIMIC Databases.

  event-logmimic-ivprocess-mining
  Language:Python 10

• yWorks / react-yfiles-process-mining

  yFiles React Process Mining Component - A powerful and versatile React component based on the yFiles library, allows you to seamlessly incorporate dynamic and interactive process mining visualizations into your applications

  component-librarydiagrammingevent-logsheatmapprocess-miningreacttemporal-data
  Language:TypeScript 9

• nhsx / HSMA4-12-DES-rheum

  HSMA4 project - Discrete Event Simulation - The role of Patient Initiated Follow-up in supporting the elective recovery in rheumatology

  discrete-event-simulationhealthcarenhsprocess-miningsimpysimulation
  Language:Jupyter Notebook 8

• rudeigerc / csv2xes

  A tool converting .csv file to .xes

  pythonprocess-mining
  Language:Python 8