Ml Development Environments MLOps Tools

There are 19 ml development environments tools tracked. The highest-rated is run-ai/genv at 49/100 with 658 stars.

Get all 19 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mlops&subcategory=ml-development-environments&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	run-ai/genv GPU environment and cluster management with LLM support	49	Emerging	658	Python
2	XShengTech/MEGREZ 🌈 MEGREZ \| 🍒 Make Extendable GPU Resource EASY	43	Emerging	124	Go
3	benz0li/mojo-dev-container Multi-arch (linux/amd64, linux/arm64/v8) Mojo dev container	36	Emerging	2	Shell
4	gabe565/docker-obico Pre-built Docker images for Obico server	31	Emerging	29	—
5	alan-turing-institute/AI-workflows A collections of portable, real-world AI workflows for testing and benchmarking	28	Experimental	8	Shell
6	danghoangnhan/code-server-astraluv Minimal GPU-enabled Kubeflow notebook with Astral UV, VS Code Server, and...	25	Experimental	1	Shell
7	UPwith-me/Container-Maker The Ultimate Developer Experience Platform for the Container Era	25	Experimental	23	Go
8	kennito2035/rtx5060-wsl2-workspace-advanced Dockerized full-stack ML workspace optimized for RTX 5060. Train, deploy,...	22	Experimental	—	Dockerfile
9	ChharithOeun/wsl-disk-doctor Fix WSL2 disk full errors: auto-expand VHDX + minimal Python/ML bootstrap...	22	Experimental	—	PowerShell
10	mimmo96/RUI web platform for IoT - AI - Industry 4.0 which is based on 4 docker containers	22	Experimental	2	JavaScript
11	mfranzon/docker-in-public Tips, tricks and templates to start with Docker or improve your Docker skills 🐋	22	Experimental	2	Dockerfile
12	b-data/julia-docker-stack (GPU accelerated) Multi-arch (linux/amd64, linux/arm64/v8) Julia docker...	21	Experimental	—	Dockerfile
13	fico-xpress/insight-docker Docker images for FICO Xpress Insight. The images support a local...	21	Experimental	4	Dockerfile
14	marcellodesales/replicated-cog-server-docker Custom Dockerized Replicated Cog Server, used for running Machine Learning...	19	Experimental	4	Dockerfile
15	dupipcom/nestor DreamPip's Intelligence Hub	17	Experimental	—	Dockerfile
16	adidasyadebiras228/docker-nvidia-gpu-ml 🚀 Deploy GPU-accelerated containers on Ubuntu using Docker and NVIDIA...	14	Experimental	—	Shell
17	yas-sim/openvino-docker-ssh Dockerfile to enable ssh and X11 redirect for developer convenience. You can...	12	Experimental	5	Dockerfile
18	metapages/metaframe-docker Run (versioned) docker containers as a metaframe	11	Experimental	—	TypeScript
19	brakmic/BosqueDev Dockerfile for a fully functional Bosque Development Environment with all...	11	Experimental	—	Dockerfile