All MLOps Tools

599 tools ranked by quality score · Page 4 of 6

Showing 301–400 of 599

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#	Tool	Score	Tier	Category	Stars	Language
301	tensorchord/openmodelz Autoscale LLM (vLLM, SGLang, LMDeploy) inferences on Kubernetes (and others)	40	Emerging	kubernetes-llm-serving	281	Go
302	tungngreen/PipelineScheduler PipelineScheduler optimizes workload distribution between servers and edge...	40	Emerging	mlops-end-to-end	10	C++
303	vlm-run/vlmrun-cookbook Examples and guides for using the VLM Run API	40	Emerging	llm-interview-preparation	307	Jupyter Notebook
304	sunnynguyen-ai/fraud-detection-system Real-time fraud detection system using ensemble ML models, featuring...	40	Emerging	fraud-detection-ml	25	Python
305	kingabzpro/A-to-Z-MLOps A complete MLOps project.	40	Emerging	mlops-workflow-orchestration	15	Jupyter Notebook
306	OpenMPDK/DSS Disaggregated Storage Solution	40	Emerging	ml-experiment-tracking	41	Shell
307	george0st/qgate-model ML/AI meta-model, used in MLRun/Iguazio/Nuclio, see qgate-sln-	40	Emerging	model-inference-serving	414	Python
308	Climatik-Project/Climatik-Project Carbon Limiting Auto Tuning for Kubernetes	40	Emerging	kubernetes-llm-serving	37	Go
309	BusySloths/mlox Sovereign AI Infrastructure. Open by Design. Slothfully Simple.	40	Emerging	mlops-end-to-end	10	Python
310	fabriziosalmi/proxmox-lxc-autoscale-ml Automatically scale the LXC containers resources on Proxmox hosts with AI	40	Emerging	ml-drift-detection	28	Python
311	TQuang122/Cart-to-Purchase-Conversion-Prediction Production-ready cart-to-purchase conversion prediction platform	40	Emerging	mlops-end-to-end	9	Jupyter Notebook
312	ORNL/flowcept Runtime provenance for AI and scientific workflows—capture, enrich, and...	40	Emerging	ai-workflow-orchestration	14	Python
313	iterative/mlem 🐶 A tool to package, serve, and deploy any ML model on any platform....	40	Emerging	mlops-workflow-orchestration	718	Python
314	mljar/automl-app AutoML Web App - build Machine Learning pipeline in automatic way with...	39	Emerging	automl-frameworks	175	Jupyter Notebook
315	rlops/rlix A control plane for concurrent LLM RL on shared GPUs	39	Emerging	mlops-end-to-end	202	Python
316	jrzaurin/ml-pipeline Using Kafka-Python to illustrate a ML production pipeline	39	Emerging	spark-hadoop-ml-pipelines	111	Jupyter Notebook
317	awesome-mlops/awesome-ml-pipelines A curated list of awesome open source tools and commercial products that...	39	Emerging	mlops-framework-directories	31	—
318	noronha-dataops/noronha DataOps framework for Machine Learning projects.	39	Emerging	mlops-workflow-orchestration	62	Python
319	WILLOSCAR/research-units-pipeline-skills Research pipelines as semantic execution units: each skill declares...	39	Emerging	claude-skill-orchestration	293	Python
320	blake-hamm/bhamm-lab My homelab	39	Emerging	organization-websites	34	HCL
321	RamiKrispin/useR2024-pipeline-workshop Materials for the useR!2024 conference workshop "Deploy and Monitor ML...	38	Emerging	mlops-end-to-end	57	HTML
322	m3dev/kannon Kannon is a wrapper for the gokart library that allows gokart tasks to be...	38	Emerging	kubernetes-ml-deployment	26	Python
323	rocketride-org/rocketride-server High-performance AI pipeline engine with a C++ core and 50+...	38	Emerging	platform-sdk-libraries	15	C++
324	apache/hertzbeat-helm-chart An AI-powered next-generation open source real-time observability system.	38	Emerging	llm-observability-monitoring	9	Smarty
325	SkyAPM/aiops-engine-for-skywalking This is an incubating repository of the Apache SkyWalking AIOps Engine	38	Emerging	ai-projects-collections	39	Jupyter Notebook
326	empiricalci/emp :microscope: Empirical CLI	38	Emerging	llm-evaluation-benchmarking	42	JavaScript
327	Nneji123/Serving-Machine-Learning-Models This repository contains instructions, template source code and examples on...	38	Emerging	ml-api-deployment	54	CSS
328	awesome-mlops/awesome-ml-monitoring A curated list of awesome open source tools and commercial products for...	38	Emerging	mlops-framework-directories	93	—
329	khuyentran1401/production-ready-data-science-code Transform messy data science notebooks into production-ready code. Examples...	38	Emerging	mlops-workflow-orchestration	94	Python
330	zenml-io/zenbytes A simple guide to MLOps through ZenML and its various integrations.	38	Emerging	mlops-workflow-orchestration	188	Jupyter Notebook
331	bodywork-ml/bodywork-core ML pipeline orchestration and model deployments on Kubernetes.	38	Emerging	mlops-workflow-orchestration	435	Python
332	mlops-guide/mlops-guide.github.io 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML,...	38	Emerging	mlops-workflow-orchestration	322	JavaScript
333	kennethleungty/End-to-End-AutoML-Insurance An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and...	38	Emerging	ml-drift-detection	81	Jupyter Notebook
334	Yu-Group/veridical-flow Making it easier to build stable, trustworthy data-science pipelines based...	38	Emerging	scikit-learn-pipelines	72	Jupyter Notebook
335	RamiKrispin/pydata-ny-ga-workshop Materials for the Deploy and Monitor ML Pipelines with Python, Docker and...	38	Emerging	data-pipeline-frameworks	82	HTML
336	chassisml/chassis Chassis turns machine learning models into portable container images that...	38	Emerging	mlops-workflow-orchestration	86	Python
337	maharshi95/submititnow A toolkit to create, launch and monitor SLURM jobs over existing python scripts.	37	Emerging	hpc-cluster-management	12	Python
338	slai-labs/get-beam Run GPU inference and training jobs on serverless infrastructure that scales...	37	Emerging	kubernetes-ml-deployment	102	Shell
339	SamuelTillman/infra-ops-academy A free DevOps & SRE school. Curated courses from foundational to advanced,...	37	Emerging	ai-learning-resources	16	—
340	ModelsLab/modelq ModelQ is a lightweight, battle-tested Python library for scheduling and...	37	Emerging	mlops-end-to-end	18	Python
341	Pedrom2002/energy-forecast-pt Energy consumption forecasting system for Portugal using Machine Learning...	37	Emerging	mlops-end-to-end	3	Python
342	0-5788719150923125/praxis for all, home	37	Emerging	ml-foundations-curricula	16	Python
343	tosin2013/jupyter-notebook-validator-operator Kubernetes operator for Jupyter notebook validation in MLOps (Papermill,...	37	Emerging	mlops-end-to-end	2	Go
344	rclement/datasette-ml A Datasette plugin providing an MLOps platform to train, eval and predict...	37	Emerging	ml-experiment-tracking	17	Python
345	FernandoLpz/Kubeflow_Pipelines This repository aims to develop a step-by-step tutorial on how to build a...	37	Emerging	mlops-workflow-orchestration	42	Python
346	nimbo-sh/nimbo Run compute jobs on AWS as if you were running them locally.	37	Emerging	sagemaker-ml-platforms	124	Python
347	amzn/rheoceros Cloud-based AI / ML workflow and data application development framework	37	Emerging	mlops-workflow-orchestration	17	Python
348	RunLLM/aqueduct Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and...	37	Emerging	llm-api-gateways	520	Go
349	kf5i/k3ai K3ai is a lightweight, fully automated, AI infrastructure-in-a-box solution...	37	Emerging	kubernetes-ml-deployment	102	PowerShell
350	alvaro-frank/3d-bpp A production-grade Deep Reinforcement Learning project solving the 3D Bin...	37	Emerging	mlops-end-to-end	3	Python
351	fuseml/fuseml FuseML aims to provide an MLOps framework as the medium dynamically...	37	Emerging	ml-experiment-tracking	85	Go
352	GokuMohandas/data-engineering Construct a modern data stack and orchestration the workflows to create high...	37	Emerging	mlops-workflow-orchestration	236	Jupyter Notebook
353	VIDA-NYU/PipelineVis Pipeline Profiler is a tool for visualizing machine learning pipelines...	37	Emerging	ml-experiment-tracking	86	JavaScript
354	khuyentran1401/codecut-blog 45+ production-ready tutorials on data science, MLOps, and AI tools. All...	36	Emerging	ai-engineering-fundamentals	22	Jupyter Notebook
355	GokuMohandas/monitoring-ml Learn how to monitor ML systems to identify and mitigate sources of drift...	36	Emerging	ml-drift-detection	99	Jupyter Notebook
356	fuzzylabs/matcha A tool to provision MLOps environments in Azure	36	Emerging	llm-function-calling	33	Python
357	jeremyarancio/VLM-Batch-Deployment Batch Deployment for Document Parsing with AWS Batch & Qwen-2.5-VL	36	Emerging	apple-silicon-llm-inference	49	Jupyter Notebook
358	awesome-mlops/awesome-ml-experiment-management A curated list of awesome open source tools and commercial products for ML...	36	Emerging	mlops-framework-directories	157	—
359	LinkTime-Corp/llm-in-containers Run LLM-related tools in containers.	36	Emerging	llm-docker-deployments	55	Python
360	TatraDev/pipertool Platform for data science and machine learning prototyping. Developed by Tatradev.com	36	Emerging	ml-experiment-tracking	56	Python
361	sustainable-computing-io/clever Container Level Energy-efficient VPA Recommender	36	Emerging	ml-drift-detection	27	Python
362	NguyenTriBaoThang/Childsafenet ChildSafeNet – An AI-driven Internet Safety System for Children. The...	36	Emerging	mlops-end-to-end	2	Jupyter Notebook
363	google/space Unified storage framework for the entire machine learning lifecycle	36	Emerging	ml-experiment-tracking	155	Python
364	solygambas/mlops-projects Hands-on MLOps projects to explore and learn the practical aspects of...	36	Emerging	mlops-workflow-orchestration	100	Jupyter Notebook
365	jomariya23156/full-stack-on-prem-cv-mlops "1 config, 1 command from Jupyter Notebook to serve Millions of users",...	36	Emerging	mlops-workflow-orchestration	54	Jupyter Notebook
366	harrystuart/flintml One-click ML infrastructure for teams that just want to get sh*t done.	36	Emerging	ml-experiment-tracking	139	Python
367	PatrickCmd/mlops-project An end-to-end machine learning (mlops) project	36	Emerging	mlops-workflow-orchestration	51	Jupyter Notebook
368	tuvovan/ml_in_production A set of demo of deploying a Machine Learning Model in production using...	35	Emerging	ml-api-deployment	61	Python
369	Devinterview-io/mlops-interview-questions 🟣 MLOps interview questions and answers to help you prepare for your next...	35	Emerging	ml-interview-preparation	47	—
370	PAT0216/paper-trader Three ML strategies compete head-to-head on S&P 500 stocks. Runs...	35	Emerging	mlops-end-to-end	7	Python
371	mlops-guide/dvc-gitactions Example project with a complete MLOps cycle: versioning data, generating...	35	Emerging	mlops-workflow-orchestration	49	Jupyter Notebook
372	wharfie/wharfie Wharfie is an experimental table-oriented data application framework built...	35	Emerging	ml-platform-builder	8	JavaScript
373	kitops-ml/gh-kit-setup GitHub action for installing kit CLI	35	Emerging	mlops-end-to-end	7	TypeScript
374	neuro-inc/flow-template Apolo Platform Flow Template	35	Emerging	mlops-end-to-end	7	Python
375	ivanovitchm/mlops_nd_c3 A MLOps workflow to classify incomes based on publicly available Census Bureau data.	35	Emerging	salary-prediction-ml	37	Jupyter Notebook
376	YeonwooSung/MLOps Miscellaneous codes and writings for MLOps	35	Emerging	nlp-fundamentals-tutorials	15	Jupyter Notebook
377	EthicalML/sml-security MLOps Cookiecutter Template: A Base Project Structure for Secure Production...	35	Emerging	ml-project-templates	42	Python
378	aliyun/oss-connector-for-ai-ml High-performance Python librarys for connecting AI/ML frameworks with OSS storage.	34	Emerging	llm-provider-sdks	25	Python
379	andrewm4894/airflow-provider-anomaly-detection An airflow provider for anomaly detection.	34	Emerging	anomaly-detection-systems	21	Python
380	mlcommons/cm4mlops Legacy CM repository with a collection of portable, reusable and...	34	Emerging	mlops-workflow-orchestration	19	Python
381	indix/mlflow-gocd GoCD plugins to work with MLFlow as model repository in a CD flow	34	Emerging	mlops-workflow-orchestration	32	Java
382	hyeonsangjeon/gdpval-realworks Benchmark LLMs on real professional tasks, not academic puzzles. YAML-driven...	34	Emerging	mlops-end-to-end	11	Python
383	awesome-mlops/awesome-ml-serving A curated list of awesome open source and commercial platforms for serving...	34	Emerging	mlops-framework-directories	48	—
384	layerai-archive/sdk Metadata store for Production ML	34	Emerging	ml-experiment-tracking	88	Python
385	caraml-dev/xp ML Experimentation Platform	34	Emerging	go-ml-bindings	17	Go
386	ErdemOzgen/Data-Engineering-Roadmap Roadmap for Data Engineering	34	Emerging	learning-path-roadmaps	241	Java
387	seehiong/hdb-price-predictor A Streamlit web app that predicts Singapore HDB resale flat prices using a...	34	Emerging	real-estate-valuation-apps	155	Python
388	AxaFrance/ecotag Ml-Cli is a command line and local tool that aims to automate ML testing and...	34	Emerging	ai-workflow-automation	18	JavaScript
389	schmelczer/great-ai Transform your prototype AI code into production-ready software.	34	Emerging	kaggle-competition-solutions	15	Python
390	mlop-ai/server Serving Next Generation Experimental Tracking for Machine Learning Operations	34	Emerging	mlops-workflow-orchestration	14	Shell
391	awslabs/fmbench-orchestrator Run FMBench simultaneously across multiple Amazon EC2 machines to benchmark...	33	Emerging	llm-evaluation-platforms	15	Python
392	fnauman/ts-agents CLI toolkit for time-series analysis with pluggable sandboxes, reusable...	33	Emerging	ml-platform-builder	2	Python
393	anastasiia-p/airflow-ml Airflow Pipeline for Machine Learning	33	Emerging	ml-api-deployment	42	Python
394	Vevesta/VevestaX 2 Lines of code to track ML experiments + EDA + check into Github	33	Emerging	ml-experiment-tracking	29	Jupyter Notebook
395	FloomAI/Floom 🌊 Floom, "The K8s for AI", orchestrates & executes Generative AI pipelines,...	33	Emerging	ai-workflow-orchestration	46	C#
396	abhishek-ch/data-machinelearning-the-boring-way Build & Learn Data Engineering,Machine Learning over Kubernetes. No Shortcut...	33	Emerging	python-learning-tutorials	57	Python
397	ParadigmAI/paradigm Hassle-free ML Pipelines on Kubernetes	33	Emerging	kubernetes-ml-deployment	39	Python
398	HemanthJoseph/ML-Projects-with-Deployment An end-to-end Machine Learning project from writing a Jupyter notebook to...	33	Emerging	ml-api-deployment	33	Python
399	sutro-sh/sutro Analyze and generate unstructured data using LLMs, from quick experiments to...	33	Emerging	mlops-end-to-end	12	Python
400	mrpbennett/home-ops Wife approved HomeOps driven by Kubernetes and GitOps using ArgoCD	33	Emerging	data-pipeline-frameworks	12	HCL

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