nipype
Neuroimaging in Python: Pipelines and Interfaces
Find the right system for your workflows
Explore the open source landscape and discover systems with rich community metadata.
37
Open source systems
25
Provide WCI metadata
Systems with WCI metadata
These projects provide structured metadata for richer discovery.
AiiDA
A workflow manager for computational science with a strong focus on provenance, performance and extensibility.
Cylc
A general purpose workflow engine with a particular gift for cycling.
Nextflow
A DSL for data-driven computational pipelines
StreamFlow
Towards Cloud-HPC Continuum
Parsl
Productive parallel programming in Python
TaskVine
An execution system for large scale data intensive dynamic workflows.
Snakemake
This is the development home of the workflow management system Snakemake. For general information, see
Makeflow
Makeflow is a workflow system for parallel and distributed computing that uses a language very similar to Make.
pyiron
A workflow manager for scientific computing on high performance computing infrastructures
SmartSim
Machine learning workflows with HPC applications (Python, C++, C, and Fortran)
SciPipe
Robust, flexible and resource-efficient pipelines using Go and the commandline.
RADICAL-AsyncFlow
High Performance Asynchronous Workflow Scripting Library
Covalent
Distributed workflows for quantum and HPC
PyCOMPSs/COMPSs
Easy task-based parallelization and efficient execution in distributed infrastructures.
DragonHPC
Accelerate distributed Python workflows
Merlin
Enabling Machine Learning HPC Workflows
Geoweaver
a lightweight workflow software to easily orchestrate pipelines from Python and shell scripts and preserve history of every execution
Maestro Workflow Conductor
Orchestrate your HPC workflows with ease
Swift/T
An MPI-based workflow system
libEnsemble
Tool for running dynamic ensembles.
DagOnStar
DAGonStar is a simple Python-based workflow engine that runs jobs on everything from the local machine to distributed virtual HPC clusters hosted in private and public clouds.
RADICAL-EnTK
Ensemble Toolkit
WATTS
Workflow and Template Toolkit for Simulation
Apollo Runtime System
A runtime system for the orchestration of workflows across the cloud-edge-Iot continuum.
More workflow systems
A growing list of open source systems shared by the community.
mlflow
The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.
galaxy
Data intensive science for everyone.
ewoks
Extensible Workflow System
dask
Parallel computing with task scheduling
globus-compute
Globus Compute: High Performance Function Serving for Science
pegasus
Pegasus Workflow Management System - Automate, recover, and debug scientific computations.
cromwell
Scientific workflow engine designed for simplicity & scalability. Trivially transition between one off use cases to massive scale production environments
jobflow
jobflow is a library for writing computational workflows.
toil
A WDL, CWL and Python API supporting easy-to-use workflow engine. It is scalable, efficient and cross-platform (Linux/macOS).
fireworks
The Fireworks Workflow Management Repo.
hyperflow
HyperFlow: a scientific workflow engine
signac-flow
Workflow management for signac-managed data spaces.
For a comprehensive list of workflow systems, see Computational Data Analysis Workflow Systems maintained by the CWL community.