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Utility tooling to facilitate Machine Learning Operations (MLOps)

Free virtual machine conversion (OVA to VHD VMs):

https://www.starwindsoftware.com/v2v-converter-release-notes

Docker image management (Unlike Docker it is free for 250+ users):

https://github.com/containerd/nerdctl

Kubernetes desktop deployement (Free for 250+ users, similar to K3d, k3s, Kind, Microk8s, or Minikube):

https://github.com/rancher-sandbox/rancher-desktop/releases

Code instrumentation for Python & C++ timings, memory, locks waits, usage, context switches, functions enter/leave, exceptions, garbage collection runs, and coroutines:

https://github.com/dfeneyrou/palanteer/releases

Python codebase UML diagram generation (pyreverse subcomponent):

https://pypi.org/project/pylint/#history

Docker image size reduction:

https://github.com/docker-slim/docker-slim/releases

Whole python code repository performance benchmarking:

https://github.com/nicholasjng/pybm/blob/master/examples/sum-example.md

Zip/Tar/VM compression/decompression:

https://github.com/peazip/PeaZip/releases

Free enterprise Java JDK for Windows:

https://github.com/adoptium/temurin11-binaries/releases/download/jdk-11.0.13%2B8/OpenJDK11U-jdk_x64_windows_hotspot_11.0.13_8.msi

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Utility tooling to facilitate a full spectrum of MLOps

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