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Top 9 Python Operator Projects
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Good read! I am developing PINNs at work and this certainly helped me recall important concepts. This post used deepxde library [2] to compose the PINN. Can anyone comment on how NVIDIA's modulus [2] compares to this? Modulus appears to be much more verbose and poorly documented.
[1]: https://github.com/lululxvi/deepxde
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Project mention: Kopf – Python framework to write Kubernetes operators in a few lines of code | news.ycombinator.com | 2025-01-26
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involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
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kadalu
A lightweight Persistent storage solution for Kubernetes / OpenShift / Nomad using GlusterFS in background. More information at https://kadalu.tech
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trivy-operator
Kubernetes Operator based on the open-source container vulnerability scanner Trivy. (by devopstales)
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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beiboot
Getdeck Beiboot is a Kubernetes-in-Kubernetes solution :rocket: It allows creating multiple logical Kubernetes environments within one :arrow_right: physical host cluster.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Operator discussion
Python Operator related posts
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My girlfriend left me... I have a K8S cluster, argocd, longhorn, traefik, metallb, on 3 optiplex mff with proxmox... This is the start gentlemen, i'll post back in 1 year. This dashboard will be full my friends, I promise, see you in the rabbit hole o/
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Sieve: Automated Reliability Testing for Kubernetes Controllers
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GitHub - sieve-project/sieve: Automated, Distributed Systems Testing for Kubernetes Controllers
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[R] Involution: Inverting the Inherence of Convolution for Visual Recognition
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[P] PyTorch Involution layer wrapper
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[D] Paper Explained - Involution: Inverting the Inherence of Convolution for Visual Recognition (Full Video Analysis)
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Kubernetes operator that automates uptime monitoring of your ingresses
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A note from our sponsor - SaaSHub
www.saashub.com | 1 Sep 2025
Index
What are some of the best open-source Operator projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | deepxde | 3,436 |
| 2 | kopf | 2,419 |
| 3 | involution | 1,312 |
| 4 | kadalu | 734 |
| 5 | sieve | 340 |
| 6 | uptimerobot-operator | 61 |
| 7 | trivy-operator | 47 |
| 8 | flux-operator | 35 |
| 9 | beiboot | 26 |
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