1.PrefectHQ / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
+1,955 stars
from 22,150 · score 7.58
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2.pyinfra-dev / pyinfra
🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
+506 stars
from 5,557 · score 6.23
3.saltstack / salt
Software to automate the management and configuration of infrastructure and applications at scale.
+427 stars
from 15,301 · score 6.06
4.IDSIA / sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
+29 stars
from 4,353 · score 3.40
5.catalyst-team / catalyst
Accelerated deep learning R&D
+24 stars
from 3,364 · score 3.22
6.Sceptre / sceptre
Build better AWS infrastructure
+11 stars
from 1,522 · score 2.48