All MLOps Tools

599 tools ranked by quality score · Page 2 of 6

Showing 101–200 of 599

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#	Tool	Score	Tier	Category	Stars	Language
101	kubeai-project/kubeai AI Inference Operator for Kubernetes. The easiest way to serve ML models in...	59	Established	kubernetes-llm-serving	1,161	Go
102	awslabs/aiops-modules AIOps modules is a collection of reusable Infrastructure as Code (IaC)...	59	Established	llm-evaluation-platforms	102	Python
103	fmind/mlops-python-package A comprehensive Python package template to kickstart and standardize your...	58	Established	mlops-workflow-orchestration	1,398	Jupyter Notebook
104	project-codeflare/codeflare Simplifying the definition and execution, scaling and deployment of...	58	Established	ml-experiment-tracking	234	Jupyter Notebook
105	techiescamp/mlops-for-devops MLOps for DevOps Engineers - A hands-on, project-based guide to Machine...	58	Established	mlops-end-to-end	237	Python
106	ramitsurana/awesome-kubernetes A curated list for awesome kubernetes sources :ship::tada:	58	Established	mlops-framework-directories	15,832	Shell
107	SkeneTechnologies/skene Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans...	58	Established	agent-orchestration-frameworks	27	Go
108	pixie-io/pixie Instant Kubernetes-Native Application Observability	58	Established	anomaly-detection-systems	6,374	C++
109	Cornerstone-OnDemand/modelkit Toolkit for developing and maintaining ML models	58	Established	ml-experiment-tracking	151	Python
110	caraml-dev/merlin Kubernetes-friendly ML model management, deployment, and serving.	58	Established	kubernetes-ml-deployment	183	Go
111	DagsHub/client DagsHub client libraries	58	Established	ml-platform-builder	101	Python
112	aws-controllers-k8s/sagemaker-controller ACK service controller for Amazon SageMaker	58	Established	sagemaker-ml-platforms	52	Python
113	kubeflow/blog Kubeflow blog based on fastpages	58	Established	kubernetes-ml-deployment	32	Jupyter Notebook
114	nebius/soperator Run Slurm in Kubernetes	58	Established	kubernetes-ml-deployment	368	Go
115	oracle/oci-mlflow The Oracle Cloud Infrastructure (OCI) MLflow plugin empowers users of OCI by...	57	Established	mlops-workflow-orchestration	29	Python
116	flyteorg/flyte-sdk Type-safe, distributed orchestration of agents, ML pipelines, and real-time...	57	Established	ml-platform-builder	96	Python
117	gchq/Bailo Managing the lifecycle of machine learning to support scalability, impact,...	57	Established	mlops-end-to-end	90	TypeScript
118	raids-lab/crater Crater is a cloud-native AI training & inference platform.	57	Established	kubernetes-ml-deployment	162	TypeScript
119	Azure/mlops-templates Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy...	57	Established	mlops-workflow-orchestration	140	Python
120	modelpack/modctl Command-line tools for managing OCI model artifacts, which are bundled based...	57	Established	model-context-protocol	63	Go
121	coqui-ai/coqpit Simple but maybe too simple config management through python data classes. ...	57	Established	ml-project-scaffolding	108	Python
122	aws-samples/aws-kr-startup-samples A collection of AWS Korea Startup SA team materials for hands-on labs.	57	Established	generative-ai-learning-projects	47	Jupyter Notebook
123	Azure/mlops-v2 Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy...	57	Established	mlops-workflow-orchestration	616	Shell
124	jostrm/azure-enterprise-scale-ml Enterprise Scale AIFactory (esml) - on Azure	56	Established	generative-ai-workshops	51	Jupyter Notebook
125	Meesho/BharatMLStack BharatMLStack is an open-source, end-to-end machine learning infrastructure...	56	Established	kubernetes-ml-deployment	675	Go
126	middlewarehq/middleware ✨ Open-source DORA metrics platform for engineering teams ✨	56	Established	data-analytics-platforms	1,559	TypeScript
127	qnbhd/mljet Minimalistic ML-models auto deployment tool	56	Established	mlops-workflow-orchestration	67	Python
128	Tandemn-Labs/tandemn-tuna A hybrid router that uses Spot GPU instances to reduce costs and Serverless...	56	Established	mlops-end-to-end	22	Python
129	GoogleCloudPlatform/automlops Build MLOps Pipelines in Minutes	56	Established	mlops-workflow-orchestration	258	Python
130	1minds3t/omnipkg Universal Python Runtime Orchestrator - One environment. Infinite Pythons...	55	Established	hpc-cluster-management	49	Python
131	kubeflow/kubeflow Machine Learning Toolkit for Kubernetes	55	Established	kubernetes-ml-deployment	15,511	—
132	Azure/mlops-project-template Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy...	55	Established	mlops-workflow-orchestration	83	Python
133	keikoproj/active-monitor Provides deep monitoring and self-healing of Kubernetes clusters	55	Established	anomaly-detection-systems	182	Go
134	akuity/awesome-argo A curated list of awesome projects and resources related to Argo (a CNCF...	55	Established	mlops-framework-directories	2,400	—
135	VectorInstitute/cyclops A toolkit for evaluating and monitoring AI models in clinical settings	55	Established	healthcare-ai-applications	89	Python
136	numaproj/numalogic-prometheus AIOps for metrics in Prometheus	55	Established	anomaly-detection-systems	34	Python
137	kubesphere/kubesphere The container platform tailored for Kubernetes multi-cloud, datacenter, and...	55	Established	kubernetes-ai-dashboards	16,868	Go
138	splunk/splunk-mltk-container-docker Splunk App for Data Science and Deep Learning - container images repository	55	Established	ai-engineering-fundamentals	63	Jupyter Notebook
139	greppo-io/greppo Build & deploy geospatial applications quick and easy.	55	Established	geospatial-ml-tools	417	Python
140	MAIF/eurybia ⚓ Eurybia monitors model drift over time and securizes model deployment with...	55	Established	ml-drift-detection	216	Jupyter Notebook
141	mlr-org/mlr3pipelines Dataflow Programming for Machine Learning in R	55	Established	mlr3-ecosystem	148	R
142	run-ai/genv GPU environment and cluster management with LLM support	55	Established	ml-development-environments	658	Python
143	JulietMirambo/Units_of_Measure_Harmonization-intelligence-platform Production-Grade ML System for Automated Unit of Measure Error Detection...	54	Established	automl-frameworks	867	PowerShell
144	jay-johnson/deploy-to-kubernetes Deploy a distributed AI stack to a multi-host or single-host Kubernetes...	54	Established	kubernetes-ml-deployment	83	Shell
145	aqstack/sentinel Self-healing edge computing agent with predictive failure detection and...	54	Established	real-time-threat-detection	373	Go
146	CerebriumAI/examples Examples for Cerebrium Serverless GPUs	54	Established	mlops-end-to-end	522	Python
147	UrbsLab/STREAMLINE Simple Transparent End-To-End Automated Machine Learning Pipeline for...	54	Established	automl-frameworks	80	Jupyter Notebook
148	ebhy/budgetml Deploy a ML inference service on a budget in less than 10 lines of code.	53	Established	ml-api-deployment	1,345	Python
149	jpmorganchase/inference-server Deploy your AI/ML model to Amazon SageMaker for Real-Time Inference and...	53	Established	ml-api-deployment	57	Python
150	xt765/mermaid-trace Stop reading logs. Start watching them. MermaidTrace is a specialized...	53	Established	ai-diagram-generation	92	Python
151	awslabs/project-lakechain :zap: Cloud-native, AI-powered, document processing pipelines on AWS.	53	Established	fullstack-ai-monorepos	186	TypeScript
152	loglabs/mltrace Coarse-grained lineage and tracing for machine learning pipelines.	53	Established	ml-experiment-tracking	471	Python
153	myelintek/primehub open-source MLOps platform	52	Established	ml-experiment-tracking	411	Shell
154	Caesarsage/DevOps-Cloud-Projects DevOps Projects is a curated collection of hands-on projects designed to...	52	Established	open-source-contribution-guides	54	JavaScript
155	nogibjj/mlops-template mlops template	51	Established	cursor-rules-and-configs	335	Python
156	duoan/mega-data-factory 🏭 Mega Scale Multimodal DataPipeline for SOTA Foundation Models	51	Established	llm-data-labeling	354	Python
157	artefactory/streamlit_prophet Streamlit app to train, evaluate and optimize a Prophet forecasting model.	51	Established	demand-forecasting-systems	366	Python
158	nogibjj/rust-mlops-template A work in progress to build out solutions in Rust for MLOPs	51	Established	copilot-cli-enhancements	375	Rust
159	microsoft/pai Resource scheduling and cluster management for AI	51	Established	kubernetes-ml-deployment	2,685	JavaScript
160	aws/aws-step-functions-data-science-sdk-python Step Functions Data Science SDK for building machine learning (ML) workflows...	51	Established	sagemaker-ml-platforms	295	Python
161	MG-Cafe/MLOps_Workshop Azure MLOps	51	Established	mlops-workflow-orchestration	157	Python
162	SeldonIO/seldon-server Machine Learning Platform and Recommendation Engine built on Kubernetes	51	Established	kubernetes-ml-deployment	1,477	Java
163	markolofsen/django-cfg 🚀 Django-CFG: Type-Safe Django Configuration Framework with AI-Ready Infrastructure	51	Established	ecommerce-ai-assistants	15	Python
164	kubernetes-retired/kube-batch A batch scheduler of kubernetes for high performance workload, e.g. AI/ML,...	51	Established	kubernetes-ml-deployment	1,092	Go
165	apache/submarine Submarine is Cloud Native Machine Learning Platform.	51	Established	kubernetes-ml-deployment	705	Java
166	decodingai-magazine/llm-twin-course 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚...	51	Established	ml-project-collections	4,297	Python
167	featurestoreorg/serverless-ml-course Serverless Machine Learning Course for building AI-enabled Prediction...	51	Established	mlops-workflow-orchestration	682	Jupyter Notebook
168	WeBankFinTech/Prophecis Prophecis is a one-stop cloud native machine learning platform.	51	Established	ml-drift-detection	511	Go
169	pytorch/serve Serve, optimize and scale PyTorch models in production	51	Established	model-inference-serving	4,361	Java
170	claimed-framework/mlx Machine Learning eXchange (MLX). Data and AI Assets Catalog and Execution Engine	50	Established	distributed-training-frameworks	215	Python
171	myscale/myscale-telemetry Open-source observability for your LLM application.	50	Established	llm-observability-monitoring	54	Python
172	AlexIoannides/kubernetes-mlops MLOps tutorial using Python, Docker and Kubernetes.	50	Established	mlops-workflow-orchestration	410	Python
173	panacloud/bootcamp-2021 Become a Certified Unicorn Developer and Participant in the API Token Economy	50	Established	generic-project-templates	188	TypeScript
174	george0st/qgate-sln-mlrun MLRun/Iguazio/Nuclio quality gate solution. The solution checks a quality of...	50	Established	llm-evaluation-platforms	303	Python
175	KusionStack/kusion Declarative Intent Driven Platform Orchestrator for Internal Developer...	50	Established	kubernetes-ml-deployment	1,281	Go
176	ZenithClown/ai-ml-project-template A "production-ready" simple project template to quickly start an Artificial...	50	Established	ai-literacy-education	30	—
177	Chabane/bigdata-playground A complete example of a big data application using : Kubernetes (kops/aws),...	49	Emerging	spark-hadoop-ml-pipelines	210	TypeScript
178	nebari-dev/nebari-docs 📖 Documentation for Nebari	49	Emerging	ml-platform-builder	21	—
179	RiccardoBiosas/awesome-MLSecOps A curated list of MLSecOps tools, articles and other resources on security...	49	Emerging	prompt-engineering-resources	425	—
180	flyteorg/flyteconsole The user interface for Flyte	49	Emerging	mlops-framework-directories	43	TypeScript
181	cncf/llm-in-action 🤖 Discover how to apply your LLM app skills on Kubernetes!	49	Emerging	llm-inference-serving	146	Python
182	DataTalksClub/mlops-zoomcamp Free MLOps course from DataTalks.Club	49	Emerging	mlops-zoomcamp-cohorts	14,315	Jupyter Notebook
183	psalias2006/gpu-hot 🔥 Real-time NVIDIA GPU dashboard	49	Emerging	llm-observability-monitoring	1,473	JavaScript
184	kingabzpro/CICD-for-Machine-Learning A beginner's project on automating the training, evaluation, versioning, and...	49	Emerging	mlops-workflow-orchestration	119	Jupyter Notebook
185	ml-tooling/ml-hub 🧰 Multi-user development platform for machine learning teams. Simple to...	49	Emerging	ml-experiment-tracking	319	Python
186	SocAIty/APIPod Create web-APIs for long-running tasks. Job based task handling. Get the...	49	Emerging	ml-api-deployment	26	Python
187	loryanstrant/MicrosoftCloudLogos A collection of Microsoft cloud product logos	49	Emerging	copilot-educational-curriculum	189	Python
188	video-db/videodb-cookbook Build use cases with VideoDB	49	Emerging	youtube-transcript-rag	31	Jupyter Notebook
189	burakince/mlflow Mlflow Docker Image	49	Emerging	kubernetes-ml-deployment	26	Python
190	raptor-ml/raptor Transform your pythonic research to an artifact that engineers can deploy easily.	48	Emerging	model-inference-serving	161	Go
191	karan842/stock-agent-ops Designing end-to-end weekly stock report generation using LSTM and Agentic...	48	Emerging	stock-market-prediction	201	Python
192	aws-samples/machine-learning-using-k8s Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS	48	Emerging	kubernetes-ml-deployment	169	—
193	aws-solutions/mlops-workload-orchestrator The MLOps Workload Orchestrator solution helps you streamline and enforce...	48	Emerging	mlops-workflow-orchestration	156	Python
194	tanujjain/deploy-ml-model Deploying a simple machine learning model to an AWS ec2 instance using flask...	48	Emerging	ml-api-deployment	81	Jupyter Notebook
195	traceopt-ai/traceml Lightweight training runtime health monitor	48	Emerging	ml-experiment-tracking	109	Python
196	Dramwig/FlowLine Automated tool for running Python programs in a streamlined manner	48	Emerging	distributed-training-frameworks	374	JavaScript
197	microsoft/dstoolkit-mlops-databricks ML Ops Accelerator: Databricks & Azure Machine Learning Unification	48	Emerging	mlops-workflow-orchestration	81	Python
198	TheRacetrack/racetrack An opinionated framework for deploying, managing, and serving application workloads	48	Emerging	mlops-workflow-orchestration	33	Python
199	kubeflow/example-seldon Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core	48	Emerging	kubernetes-ml-deployment	172	Jupyter Notebook
200	gtauzin/kedro-dagster Kedro plugin to support running pipelines on Dagster	48	Emerging	mlops-workflow-orchestration	22	Python

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