process-mining

There are 18 repositories under process-mining topic.

• pm4py / pm4py-core

  Public repository for the PM4Py (Process Mining for Python) project.

  data-miningdata-sciencemachine-learningprocess-miningpython
  Language:Python 661
• OpenAdapt

  OpenAdaptAI / OpenAdapt

  AI-First Process Automation with Large ([Language (LLMs) / Action (LAMs) / Multimodal (LMMs)] / Visual Language (VLMs)) Models

  process-automationpythontransformerslarge-language-modelslarge-multimodal-modelsgpt-4gpt4-visionhuggingfacehuggingface-transformerssegment-anythinglarge-action-modelprocess-miningagentsai-agentsai-agents-frameworkanthropicgoogle-geminiopenaiultralytics
  Language:Python 564

• apromore / ApromoreCore

  Apromore Open-Source Core Edition

  business-process-managementjavajavascriptprocess-analysisprocess-analyticsprocess-miningprocess-modeling
  Language:JavaScript 127

• TheWoops / awesome-processmining

  A collection of awesome resources for process mining

  process-miningpythonawesomeawesome-list
  103
• bpmn.ai

  viadee / bpmn.ai

  Machine learning around business processes

  aibpmnsparkmachine-learningjavakafkacamundaprocess-mining
  Language:Java 78

• AutomatedProcessImprovement / Simod

  Simod is a tool for automated BPS model discovery

  bps-modelprocessminingbpmprocess-mining
  Language:Python 36

• pm4js / pm4js-core

  Process Mining for Javascript

  process-miningjavascriptdata-sciencemachine-learningdata-miningdata-visualization
  Language:JavaScript 31

• cdc08x / MINERful

  A fast, two-steps algorithm for the automated discovery and management of declarative business process constraints

  process-miningrule-extractionassociation-rule-analysisdeclarative-process-modelsspecification-mining
  Language:Java 26

• Julian-Theis / PyDREAM

  Python Implementation of Decay Replay Mining (DREAM)

  processminingpetri-netseventlogspython3pm4pyprocessmodelsprocess-miningdata-sciencemachine-learningdeep-learningdata-miningdecay-replayxespredictiondiscrete-eventevents
  Language:Python 25

• zahradbozorgi / CausalRulesDiscovery

  https://arxiv.org/abs/2009.01561

  process-miningcausal-inferenceuplift-modelingcausalml
  Language:Python 22

• zhoudaxia233 / pyalpha

  A process mining tool written in Python3

  alpha-minerprocess-miningdata-sciencepetri-net
  Language:Python 21

• twang2218 / pmap

  Process Map Visualization of event analysis in R

  rprocessmapeventloganalyticsprocess-miningevent-modelingoptimization
  Language:R 20

• processmining-in-logistics / psm

  Performance Spectrum Miner

  visual-analyticsprocess-miningprocessminingevent-dataperformance-analysisperformance-visualizationresearch
  Language:Scala 19

• ivanDonadello / Declare4Py

  A Python package for declarative Process Mining with Machine Learning applications

  bpmbusiness-process-managementdeclarative-process-modelsencodinglinear-temporal-logicprocess-miningpython
  Language:Python 17

• itmo-escience / ProFIT

  Process mining module for Python.

  directly-follows-graphfuzzy-minergraph-algorithmsprocess-discoveryprocess-mining
  Language:Python 15

• bupaverse / heuristicsmineR

  Heuristics Miner in R and integrated with the bupaR framework.

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

• francxx96 / declare4py

  A Python package for process-mining with DECLARE models.

  declareprocess-miningpythonrule-miningbpmbusiness-process-managementdeclarative-process-models
  Language:Python 14

• 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 14

• mehdi149 / Learning-projects

  python implementation of process mining and machine learning algorithm

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

• yosid16 / EDU-ProM

  Process mining for non-interactive usage

  process-miningprocess-dicovery
  Language:Java 13

• beamline / framework

  The Beamline streaming process mining framework

  process-miningapache-flinkstream-processingstreaming-process-mining
  Language:Java 12

• 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

• fnc11 / FuzzyMiner

  Repository for Fuzzy Miner Web application.

  python3process-miningdata-sciencefuzzy-minerpm4py
  Language:Python 12

• ishwarvenugopal / GCN-ProcessPrediction

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

  process-miningdeep-learning
  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 11

• 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 11

• 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 10

• AdaptiveBProcess / DeepSimulator

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

  deep-learningdata-driven-simulationprocess-mining
  Language:Python 9

• bptlab / mimic-log-extraction

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

  event-logmimic-ivprocess-mining
  Language:Python 8

• nhsengland / AmbModelOpen

  Discrete Event Simulation in RSimmer of Ambulance Job Cycle Times

  ambulancediscrete-event-simulationsystem-modellinghandover-delayssimmersimulationprocess-mining
  Language:R 8

• Julian-Theis / DREAM-NAP

  Decay Replay Mining to Predict Next Process Events

  process-miningprocessminingpetrinetsprocessmodelseventlogspredictionoperational-supportdecay-replay-miningdreampythonpublicationacademia
  Language:Java 7

• 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-simulationhealthcaresimulationnhssimpyprocess-mining
  Language:Jupyter Notebook 7

• process-analytics / bpmn-visualization-pm4py

  Example of integration between bpmn-visualization and pm4py

  integrationpm4pypythonvisualizationbpmnprocess-discoveryconformance-checkingprocess-miningdemoexamplelow-quality
  Language:JavaScript 7

• rudeigerc / csv2xes

  A tool converting .csv file to .xes

  pythonprocess-mining
  Language:Python 7

• bpmining / bpmining-kibana-plugin

  Analyse your business processes in Kibana

  bpmprocess-analysiskibanaprocess-mining
  Language:TypeScript 6

• gregvanhoudt / AITIA-PM

  Source code for the AITIA-PM algorithm. See paper entitled "Root Cause Analysis in Process Mining with Probabilistic Temporal Logic", published at the 2nd International Workshop on Event Data & Behavioral Analytics, co-located with ICPM2021

  process-miningroot-cause-analysis
  Language:Python 6