Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "workflows" keyword

Top 5.0% on pypi.org
fitz 0.0.1.dev1
Fitz: Workflow Mangement for neuroimaging data.
3 versions - Latest release: 9 months ago - 60 dependent packages - 934 dependent repositories - 107 thousand downloads last month - 13 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
cwltool 3.1.20240404144621 💰
Common workflow language reference implementation
427 versions - Latest release: about 1 month ago - 20 dependent packages - 203 dependent repositories - 151 thousand downloads last month - 321 stars on GitHub - 4 maintainers
Top 1.2% on pypi.org
taskflow 5.7.0
Taskflow structured state management library.
95 versions - Latest release: 28 days ago - 13 dependent packages - 146 dependent repositories - 72.2 thousand downloads last month - 2 maintainers
Top 4.6% on pypi.org
azure-functions-durable 1.2.9
Durable Functions For Python
32 versions - Latest release: 3 months ago - 2 dependent packages - 60 dependent repositories - 145 thousand downloads last month - 124 stars on GitHub - 3 maintainers
Top 2.2% on pypi.org
aiida-core 2.5.1
AiiDA is a workflow manager for computational science with a strong focus on provenance, performa...
81 versions - Latest release: 4 months ago - 38 dependent packages - 45 dependent repositories - 9.52 thousand downloads last month - 388 stars on GitHub - 7 maintainers
Top 2.4% on pypi.org
flytekit 1.12.0
Flyte SDK for Python
375 versions - Latest release: 9 days ago - 53 dependent packages - 41 dependent repositories - 254 thousand downloads last month - 200 stars on GitHub - 7 maintainers
Top 4.1% on pypi.org
cwlref-runner 1.0 💰
Common workflow language reference implementation
1 version - Latest release: almost 8 years ago - 2 dependent packages - 36 dependent repositories - 1.23 thousand downloads last month - 1,441 stars on GitHub - 2 maintainers
Top 8.9% on pypi.org
scipion-pyworkflow 3.6.0
Simple workflow platform used in scientific applications, initially developed within the Scipion ...
52 versions - Latest release: 2 days ago - 14 dependent packages - 22 dependent repositories - 494 downloads last month - 4 stars on GitHub - 2 maintainers
Top 4.1% on pypi.org
pegasus-wms.api 5.0.7
Pegasus Workflow Management System Python API
8 versions - Latest release: 3 months ago - 1 dependent package - 14 dependent repositories - 14.3 thousand downloads last month - 176 stars on GitHub - 2 maintainers
Top 5.3% on pypi.org
workflow 2.1.6
Simple workflows for Python
10 versions - Latest release: about 5 years ago - 13 dependent repositories - 47.3 thousand downloads last month - 152 stars on GitHub - 4 maintainers
Top 3.5% on pypi.org
st2client 3.8.1 💰
Python client library and CLI for the StackStorm (st2) event-driven automation platform.
61 versions - Latest release: 5 months ago - 12 dependent repositories - 2.29 thousand downloads last month - 5,895 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
popper 2020.9.1
Popper CLI tool to generate reproducible papers.
19 versions - Latest release: over 3 years ago - 11 dependent repositories - 462 downloads last month - 299 stars on GitHub - 1 maintainer
polyaxon-cli 0.6.1
Command Line Interface (CLI) for Polyaxon.
53 versions - Latest release: about 4 years ago - 11 dependent repositories - 167 downloads last month - 19 stars on GitHub - 1 maintainer
Top 9.0% on pypi.org
pegasus-wms 5.0.7
Pegasus Workflow Management System Python Codebase
8 versions - Latest release: 3 months ago - 1 dependent package - 11 dependent repositories - 60 downloads last month - 176 stars on GitHub - 3 maintainers
Top 6.2% on pypi.org
wooey 0.13.3
A Django app which creates a web GUI and task interface for argparse scripts
40 versions - Latest release: 6 months ago - 10 dependent repositories - 524 downloads last month - 2,041 stars on GitHub - 2 maintainers
Top 10.0% on pypi.org
codeflare 0.1.2.dev0
Codeflare pipelines
3 versions - Latest release: almost 3 years ago - 9 dependent repositories - 168 downloads last month - 214 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
janis-pipelines.core 0.13.1
Workflow language + translation utilities to convert workflows from one language to another
62 versions - Latest release: 9 months ago - 5 dependent packages - 9 dependent repositories - 145 downloads last month - 3 stars on GitHub - 3 maintainers
django-workflows 1.1.1
Generic workflow engine for Django.
13 versions - Latest release: almost 10 years ago - 9 dependent repositories - 96 downloads last month - 29 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
merlin 1.12.1
The building blocks of workflows!
35 versions - Latest release: 29 days ago - 8 dependent repositories - 1.55 thousand downloads last month - 115 stars on GitHub - 4 maintainers
invenio-workflows 7.0.6
Invenio module for running workflows.
25 versions - Latest release: almost 5 years ago - 8 dependent repositories - 128 downloads last month - 3 stars on GitHub - 6 maintainers
Top 5.2% on pypi.org
maestrowf 1.1.10
A tool to easily orchestrate general computational workflows both locally and on supercomputers.
13 versions - Latest release: 3 months ago - 1 dependent package - 8 dependent repositories - 1.73 thousand downloads last month - 126 stars on GitHub - 3 maintainers
Top 8.4% on pypi.org
qmflows 1.0.0
Automation of computations in quantum chemistry.
9 versions - Latest release: 7 months ago - 2 dependent packages - 7 dependent repositories - 234 downloads last month - 44 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
astro-sdk-python 1.8.0
Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python...
50 versions - Latest release: 4 months ago - 2 dependent packages - 7 dependent repositories - 100 thousand downloads last month - 320 stars on GitHub - 4 maintainers
Top 6.9% on pypi.org
pyaoscx 2.5.1
AOS-CX Python Modules
18 versions - Latest release: 6 months ago - 7 dependent repositories - 11.9 thousand downloads last month - 33 stars on GitHub - 2 maintainers
river-admin 0.7.0 💰
Administration For django-river
6 versions - Latest release: over 3 years ago - 7 dependent repositories - 283 downloads last month - 92 stars on GitHub - 1 maintainer
ftw.lawgiver 1.17.5
Generate your Plone workflows by describing it in plain text with a DSL.
32 versions - Latest release: almost 4 years ago - 6 dependent repositories - 63 downloads last month - 3 stars on GitHub - 8 maintainers
flowserv-core 0.9.4
Reproducible and Reusable Data Analysis Workflow Server (Core Infrastructure)
22 versions - Latest release: almost 2 years ago - 6 dependent repositories - 735 downloads last month - 2 stars on GitHub - 1 maintainer
Top 5.4% on pypi.org
pegasus-wms.common 5.0.7
Pegasus Workflow Management System Python Commons
8 versions - Latest release: 3 months ago - 6 dependent repositories - 14.1 thousand downloads last month - 176 stars on GitHub - 2 maintainers
merlin-spellbook 0.8.1
The building blocks of workflows!
18 versions - Latest release: about 1 year ago - 4 dependent repositories - 257 downloads last month - 6 stars on GitHub - 4 maintainers
Top 9.5% on pypi.org
sciluigi 0.10.1
Helper library for writing dynamic, flexible workflows in luigi
9 versions - Latest release: over 1 year ago - 4 dependent repositories - 101 downloads last month - 331 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
janis-pipelines.runner 0.13.0
Easier way to run workflows, configurable across environments
71 versions - Latest release: 10 months ago - 2 dependent packages - 4 dependent repositories - 650 downloads last month - 2 stars on GitHub - 3 maintainers
Top 8.1% on pypi.org
orchestra 1.0.56
A framework for building complex expert workflows.
151 versions - Latest release: 3 months ago - 3 dependent repositories - 82 downloads last month - 656 stars on GitHub - 4 maintainers
invenio-workflows-ui 2.0.19
Invenio module which acts as a UI layer for invenio-workflows.
32 versions - Latest release: over 4 years ago - 3 dependent repositories - 98 downloads last month - 1 stars on GitHub - 2 maintainers
rabix 0.8.0 💰
Reproducible Analyses for Bioinformatics
18 versions - Latest release: over 8 years ago - 3 dependent repositories - 61 downloads last month - 1,441 stars on GitHub - 1 maintainer
Top 5.4% on pypi.org
aiida-quantumespresso 4.6.0
The official AiiDA plugin for Quantum ESPRESSO
31 versions - Latest release: 23 days ago - 9 dependent packages - 3 dependent repositories - 3.22 thousand downloads last month - 52 stars on GitHub - 5 maintainers
Top 5.2% on pypi.org
flytekitplugins-deck-standard 1.12.0
This Plugin provides more renderers to improve task visibility
140 versions - Latest release: 9 days ago - 3 dependent repositories - 15.5 thousand downloads last month - 200 stars on GitHub - 1 maintainer
Top 8.8% on pypi.org
janis-pipelines.unix 0.12.0
Unix tools and data types for Janis
19 versions - Latest release: 11 months ago - 4 dependent packages - 3 dependent repositories - 190 downloads last month - 39 stars on GitHub - 3 maintainers
balsam-flow 0.5.0
HPC Workflows & Edge Service
24 versions - Latest release: almost 3 years ago - 1 dependent package - 3 dependent repositories - 212 downloads last month - 0 stars on GitHub - 3 maintainers
blazer 0.1.35
An HPC abstraction over MPI that uses pipes and pydash primitives for composable super-computing.
18 versions - Latest release: about 2 years ago - 3 dependent repositories - 61 downloads last month - 7 stars on GitHub - 1 maintainer
alfred-workflow 1.40.0
Full-featured helper library for writing Alfred 2/3/4 workflows
56 versions - Latest release: almost 4 years ago - 3 dependent repositories - 218 downloads last month - 2,966 stars on GitHub - 1 maintainer
crowdrouter 1.5.5
A framework for architecting tasks to the crowd.
3 versions - Latest release: about 8 years ago - 3 dependent repositories - 13 downloads last month - 0 stars on GitHub - 1 maintainer
pegasus-wms.worker 5.0.7
Pegasus Workflow Management System Worker Package Tools
8 versions - Latest release: 3 months ago - 2 dependent repositories - 81 downloads last month - 176 stars on GitHub - 2 maintainers
django-workflow-activity 1.2.0
Manage all events on workflows
10 versions - Latest release: about 3 years ago - 2 dependent repositories - 67 downloads last month - 9 stars on GitHub - 3 maintainers
Top 8.4% on pypi.org
panoptes-ui 0.2.3
panoptes: monitor computational workflows in real time
5 versions - Latest release: 9 months ago - 1 dependent package - 2 dependent repositories - 194 downloads last month - 60 stars on GitHub - 2 maintainers
slippinj 3.1.0
Tools to generate and deploy Apache Oozie workflows
25 versions - Latest release: almost 6 years ago - 2 dependent repositories - 28 downloads last month - 6 stars on GitHub - 4 maintainers
Top 6.6% on pypi.org
jobflow 0.1.17
jobflow is a library for writing computational workflows
20 versions - Latest release: 4 months ago - 6 dependent packages - 2 dependent repositories - 4.04 thousand downloads last month - 87 stars on GitHub - 1 maintainer
zenaton 0.4.2
Zenaton client library
17 versions - Latest release: over 4 years ago - 2 dependent repositories - 123 downloads last month - 24 stars on GitHub - 1 maintainer
snakeface 0.0.18
Snakemake Interface
10 versions - Latest release: almost 3 years ago - 2 dependent repositories - 30 downloads last month - 16 stars on GitHub - 1 maintainer
omnipy 0.15.12
Omnipy is a high level Python library for type-driven data wrangling and scalable workflow orches...
57 versions - Latest release: 23 days ago - 1 dependent package - 2 dependent repositories - 730 downloads last month - 11 stars on GitHub - 1 maintainer
apache-liminal 0.0.5
A package for authoring and deploying machine learning workflows
21 versions - Latest release: over 1 year ago - 2 dependent repositories - 160 downloads last month - 138 stars on GitHub - 1 maintainer
mmic 0.1.1
Molecular Mechanics Interoperable Components
2 versions - Latest release: over 2 years ago - 2 dependent repositories - 12 downloads last month - 3 stars on GitHub - 3 maintainers
cwltool_service 1.0.1 💰
Common workflow language runner service
2 versions - Latest release: over 8 years ago - 2 dependent repositories - 17 downloads last month - 1,441 stars on GitHub - 2 maintainers
workflux 0.5.0
A platform-agnostic, cloud-ready framework for simplified deployment of the Common Workflow Langu...
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 20 downloads last month - 32 stars on GitHub - 1 maintainer
deepdrivemd 0.0.2
Deep-Learning Driven Adaptive Molecular Simulations
2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 24 downloads last month - 14 stars on GitHub - 2 maintainers
scipion-ed-dials 3.0.1
Scipion-ED plugin to use programs from DIALS for Electron Diffraction image processing.
11 versions - Latest release: about 3 years ago - 1 dependent repositories - 40 downloads last month - 2 maintainers
medimages4tests 0.3.3
Generates dummy medical image data with realistic headers to be used in image handling tests
6 versions - Latest release: 6 months ago - 9 dependent packages - 1 dependent repositories - 1.25 thousand downloads last month - 0 stars on GitHub - 1 maintainer
observatory-platform 0.5.0
The Observatory Platform is an environment for fetching, processing and analysing data to underst...
8 versions - Latest release: almost 2 years ago - 1 dependent repositories - 54 downloads last month - 18 stars on GitHub - 1 maintainer
aiida-nwchem 3.0.1
The official AiiDA plugin for NWChem
8 versions - Latest release: 9 months ago - 2 dependent packages - 1 dependent repositories - 245 downloads last month - 2 stars on GitHub - 3 maintainers
funktional 0.0.0
Functional
1 version - Latest release: 9 months ago - 1 dependent repositories - 13 downloads last month - 31 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
abstra 2.13.4
Abstra Lib
381 versions - Latest release: 8 days ago - 3 dependent packages - 1 dependent repositories - 5.11 thousand downloads last month - 98 stars on GitHub - 1 maintainer
aiida-bands-inspect 0.4.0
AiiDA Plugin for running bands_inspect
5 versions - Latest release: about 4 years ago - 1 dependent repositories - 196 downloads last month - 1 maintainer
cwlkernel 0.0.4
CWL Jupyter Notebook Kernel
2 versions - Latest release: almost 4 years ago - 1 dependent repositories - 40 downloads last month - 4 stars on GitHub - 1 maintainer
aiida-shell 0.7.1
AiiDA plugin that makes running shell commands easy.
11 versions - Latest release: 2 days ago - 4 dependent packages - 1 dependent repositories - 741 downloads last month - 11 stars on GitHub - 1 maintainer
aqme 1.5.2
Automated Quantum Mechanical Environments
17 versions - Latest release: 7 months ago - 1 dependent package - 1 dependent repositories - 250 downloads last month - 88 stars on GitHub - 1 maintainer
observatory-api 0.5.0
Observatory Platform Package
8 versions - Latest release: almost 2 years ago - 1 dependent repositories - 71 downloads last month - 18 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
flytekitplugins-whylogs 1.12.0
Enable the use of whylogs profiles to be used in flyte tasks to get aggregate statistics about data.
103 versions - Latest release: 9 days ago - 1 dependent repositories - 3.44 thousand downloads last month - 200 stars on GitHub - 1 maintainer
miniwdl-aws-studio 0.0.2
AWS CDK app to add miniwdl+GWFCore to existing SageMaker Studio
2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 3 downloads last month - 140 stars on GitHub - 2 maintainers
st4sd-runtime-core 2.1.2
A tool for creating and deploying computational experiments
86 versions - Latest release: 4 months ago - 1 dependent repositories - 2.99 thousand downloads last month - 8 stars on GitHub - 3 maintainers
Top 8.9% on pypi.org
flytekitplugins-dbt 1.12.0
DBT Plugin for Flytekit
95 versions - Latest release: 9 days ago - 1 dependent repositories - 1.94 thousand downloads last month - 200 stars on GitHub - 1 maintainer
apache-liminal-test-spark 0.0.0
A package for authoring and deploying machine learning workflows
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 27 downloads last month - 138 stars on GitHub - 1 maintainer
apache-liminal-zion 0.0.0
A package for authoring and deploying machine learning workflows
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 46 downloads last month - 138 stars on GitHub - 1 maintainer
funsies 0.8.1
Funsies is a library to build and execution engine for reproducible, composable and data-persiste...
4 versions - Latest release: over 2 years ago - 1 dependent repositories - 32 downloads last month - 38 stars on GitHub - 1 maintainer
cwlgen-kclhi 0.4.0 💰
Generation of CWL programmatically. Available types: Workflow, CommandLineTool and Requirements
1 version - Latest release: about 4 years ago - 1 dependent repositories - 29 downloads last month - 1,441 stars on GitHub - 1 maintainer
cwl_runner 1.0 💰
Common workflow language reference implementation
1 version - Latest release: almost 9 years ago - 1 dependent repositories - 171 downloads last month - 1,441 stars on GitHub - 3 maintainers
academic-observatory-workflows 2022.3.0
Academic Observatory Workflows provides Apache Airflow Workflows for fetching, processing and ana...
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 58 downloads last month - 15 stars on GitHub - 1 maintainer
aiida-tbmodels 0.3.0
AiiDA Plugin for running TBmodels
5 versions - Latest release: about 4 years ago - 1 dependent repositories - 82 downloads last month - 1 maintainer
stjudecloud-oliver 1.4.11
An opinionated Cromwell orchestration system
27 versions - Latest release: over 1 year ago - 1 dependent repositories - 151 downloads last month - 40 stars on GitHub - 1 maintainer
cronicl 0.1.0
cronicl is a simple data processing library
1 version - Latest release: over 3 years ago - 1 dependent repositories - 19 downloads last month - 0 stars on GitHub - 1 maintainer
Top 8.5% on pypi.org
flytekitplugins-dask 1.12.0
Dask plugin for flytekit
68 versions - Latest release: 9 days ago - 1 dependent repositories - 2.07 thousand downloads last month - 200 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
flytekitplugins-huggingface 1.12.0
Hugging Face plugin for flytekit
95 versions - Latest release: 9 days ago - 1 dependent repositories - 7.99 thousand downloads last month - 200 stars on GitHub - 1 maintainer
oaebu-workflows 2023.12.0
Oaebu Workflows provides Apache Airflow Workflows for fetching, processing and analysing data abo...
4 versions - Latest release: 5 months ago - 1 dependent repositories - 25 downloads last month - 5 stars on GitHub - 1 maintainer
aiida-common-workflows 1.0.1
Package that defines common interfaces for workflows that are implemented in AiiDA for various qu...
3 versions - Latest release: 8 months ago - 1 dependent repositories - 27 downloads last month - 48 stars on GitHub - 1 maintainer
rain-python 0.4.0
Distributed Computational Framework
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 25 downloads last month - 736 stars on GitHub - 1 maintainer
balsam 0.7.0a24
HPC Workflows & Edge Service
12 versions - Latest release: 2 months ago - 1 dependent repositories - 184 downloads last month - 76 stars on GitHub - 4 maintainers
lsst-ctrl-bps 27.2024.1900
Pluggable execution of workflow graphs from Rubin pipelines.
98 versions - Latest release: 7 days ago - 4 dependent packages - 1 dependent repositories - 1.21 thousand downloads last month - 3 stars on GitHub - 1 maintainer
aiida-strain 0.2.0
AiiDA Plugin for applying strain to structures
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 63 downloads last month - 1 maintainer
pyodin 0.2.0
A python package for gathering information in odin jobs
14 versions - Latest release: almost 4 years ago - 1 dependent repositories - 68 downloads last month - 468 stars on GitHub - 1 maintainer
dataplane 0.1.3
The data engineering library to build robust, reliable and on time data pipelines in Python.
22 versions - Latest release: 10 months ago - 1 dependent package - 1 dependent repositories - 415 downloads last month - 181 stars on GitHub - 1 maintainer
aiida-lammps 1.0.2
AiiDA plugin for the LAMMPS code
4 versions - Latest release: 19 days ago - 1 dependent repositories - 176 downloads last month - 22 stars on GitHub - 1 maintainer
aiida-optimize 1.0.2
AiiDA Plugin for running optimization algorithms.
11 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 336 downloads last month - 1 maintainer
sciline 24.4.1
Build scientific pipelines for your data
13 versions - Latest release: about 1 month ago - 4 dependent packages - 1 dependent repositories - 600 downloads last month - 7 stars on GitHub - 3 maintainers
codereef 0.7.25
CodeReef client to deal with portable workflows
21 versions - Latest release: about 4 years ago - 1 dependent repositories - 55 downloads last month - 1 maintainer
flowws-analysis 0.7.0
Stage-based scientific workflows for system analysis
8 versions - Latest release: almost 4 years ago - 1 dependent repositories - 81 downloads last month - 0 stars on GitHub - 1 maintainer
rocketsled 1.1.0.20211129
Black box optimization with Fireworks workflows, on rails
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 22 downloads last month - 2 maintainers
django-workflows-unistra 1.3.3
Generic workflow engine for Django.
6 versions - Latest release: about 2 years ago - 1 dependent repositories - 68 downloads last month - 29 stars on GitHub - 2 maintainers
merlinwf 2.0.1
The 'merlinwf' package has been deprecated and replaced by the 'merlin' package.
17 versions - Latest release: about 3 years ago - 1 dependent repositories - 159 downloads last month - 115 stars on GitHub - 4 maintainers
aiida-ddec 2.0.0
AiiDA plugin for DDEC code
4 versions - Latest release: 9 months ago - 1 dependent repositories - 25 downloads last month - 1 stars on GitHub - 4 maintainers
starthinker 2.1.6
StarThinker is a Google gTech built python framework for creating and sharing re-usable workflow ...
15 versions - Latest release: about 2 years ago - 1 dependent repositories - 255 downloads last month - 165 stars on GitHub - 1 maintainer
minkipy 0.2.22
Job and workflow submission made simple
18 versions - Latest release: about 3 years ago - 1 dependent repositories - 135 downloads last month - 1 stars on GitHub - 1 maintainer
nb-workflows 0.7.0
Schedule parameterized notebooks programmatically using cli or a REST API
9 versions - Latest release: about 2 years ago - 1 dependent repositories - 76 downloads last month - 6 stars on GitHub - 1 maintainer
Related Keywords
python 53 workflow 45 aiida 33 data-science 27 automation 27 data 25 pipelines 18 science 18 hpc 16 machine-learning 15 airflow 15 bioinformatics 14 mlops 13 hacktoberfest 13 sdk 12 pypi 12 common-workflow-language 12 spark 11 flyte-tasks 11 flyte 11 extensible 11 cwl 10 etl 10 containers 9 devops 9 distributed-systems 8 dataflow 8 workflow-engine 8 dag 8 bigquery 8 ai 8 scientific 8 reproducibility 7 apache-airflow 7 dags 7 data-analysis 7 astronomer 7 commonwl 7 sciworkflows 7 simulation 6 big-data 6 actions 6 django 6 deep-learning 6 pipeline 6 pandas 6 s3 6 gcs 5 postgres 5 polyaxon 5 dft 5 ml 5 workflow-automation 5 scheduler 5 observability 5 snowflake 5 jupyterlab 5 sqlite 5 radiuss 5 academic institutes 5 elt 5 workflow-management-system 5 task flow 5 decorator 5 sql 5 provider 5 wdl 4 alerting 4 python3 4 notifications 4 supercomputing 4 parallel processing 4 analysis 4 kubernetes 4 neuroimaging 4 parallel 4 distributed 4 provenance 4 chains 3 jupyter 3 agents 3 llm 3 deployment 3 gcp 3 invenio 3 repository 3 chemistry 3 orchestration 3 scientific-workflows 3 scipion 3 image-processing 3 data-provenance 3 aws 3 snakemake 3 execution 3 tasks 3 cromwell 3 genomics 3 data-pipelines 3 artificial-intelligence 3