runnable
Workflow framework
A Python framework for defining and executing data science workflows with modular components
Runnable
40 stars
2 watching
4 forks
Language: Python
last commit: about 1 month ago Related projects:
Repository | Description | Stars |
---|---|---|
analysiscenter/batchflow | A framework for defining and executing data processing and machine learning workflows with support for batch processing, lazy execution, and model training. | 201 |
danielgerlag/liteflow | A Python library for running workflows with pluggable persistence and concurrency providers. | 61 |
argonne-lcf/balsam | A platform for automating high-throughput workflows across heterogeneous resources in HPC environments. | 77 |
llnl/maestrowf | A tool to orchestrate computational workflows in high-performance computing environments. | 134 |
wayfair-incubator/dagger | A distributed workflow engine for executing long-running business logic in a scalable and resilient way. | 55 |
runabol/tork | A distributed workflow engine for automating complex tasks and workflows. | 599 |
rbarrois/django_xworkflows | A library that enables workflow management with Django models | 106 |
rhosocial/go-dag | A framework for managing and executing workflows described by directed acyclic graphs. | 21 |
d6t/d6tflow | A Python library to build and manage complex data science workflows efficiently | 952 |
pveber/bistro | A library to build and execute complex, distributed workflows in a declarative manner | 47 |
javrasya/django-river | A workflow framework for Django that allows on-the-fly modifications to states, transitions, and authorization rules. | 742 |
alpha-unito/streamflow | A container-native workflow management system for managing multi-container environments and hybrid workflows. | 52 |
whitaker-io/machine | A library for creating data workflows that can be simple or complex, with features like recursion and memoization. | 158 |
baffelli/pyperator | A Python library for building asynchronous workflows with a directed acyclic graph structure | 60 |
insitro/redun | A workflow engine that allows complex data flows to be defined and executed in a flexible and efficient manner | 522 |