All MLOps Tools

2,112 tools ranked by quality score · Page 2 of 22

Showing 101–200 of 2,112

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#	Tool	Score	Tier	Category	Stars	Language
101	DagsHub/client DagsHub client libraries	58	Established	ml-platform-builder	101	Python
102	kubeflow/blog Kubeflow blog based on fastpages	58	Established	kubernetes-ml-deployment	32	Jupyter Notebook
103	caraml-dev/merlin Kubernetes-friendly ML model management, deployment, and serving.	58	Established	kubernetes-ml-deployment	183	Go
104	dermatologist/pyomop Python package for managing OHDSI clinical data models. Includes support for...	58	Established	llm-data-labeling	60	Python
105	cloud-barista/cb-tumblebug Cloud-Barista Multi-Cloud Infra Management Framework	57	Established	kubernetes-ai-dashboards	73	Go
106	logicalclocks/hopsworks Hopsworks - Data-Intensive AI platform with a Feature Store	57	Established	ml-experiment-tracking	1,288	Java
107	Azure/mlops-v2 Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy...	57	Established	mlops-workflow-orchestration	616	Shell
108	polyaxon/charts Helm charts for creating reproducible and maintainable deployments of...	57	Established	—	34	Go Template
109	flyteorg/flyte-sdk Type-safe, distributed orchestration of agents, ML pipelines, and real-time...	57	Established	ml-platform-builder	96	Python
110	sgl-project/rbg A workload for deploying LLM inference services on Kubernetes	57	Established	kubernetes-llm-serving	187	Go
111	Azure/mlops-templates Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy...	57	Established	mlops-workflow-orchestration	140	Python
112	gchq/Bailo Managing the lifecycle of machine learning to support scalability, impact,...	57	Established	mlops-end-to-end	90	TypeScript
113	coqui-ai/coqpit Simple but maybe too simple config management through python data classes. ...	57	Established	ml-project-scaffolding	108	Python
114	awslabs/aiops-modules AIOps modules is a collection of reusable Infrastructure as Code (IaC)...	56	Established	llm-evaluation-platforms	102	Python
115	middlewarehq/middleware ✨ Open-source DORA metrics platform for engineering teams ✨	56	Established	data-analytics-platforms	1,559	TypeScript
116	nebari-dev/nebari-docs 📖 Documentation for Nebari	56	Established	ml-platform-builder	21	—
117	flowinquiry/flowinquiry FlowInquiry is an open-source platform that brings together project...	56	Established	ai-workflow-automation	118	HTML
118	oracle/oci-mlflow The Oracle Cloud Infrastructure (OCI) MLflow plugin empowers users of OCI by...	56	Established	mlops-workflow-orchestration	29	Python
119	GoogleCloudPlatform/automlops Build MLOps Pipelines in Minutes	56	Established	mlops-workflow-orchestration	258	Python
120	aws-controllers-k8s/sagemaker-controller ACK service controller for Amazon SageMaker	55	Established	sagemaker-ml-platforms	52	Python
121	kubeflow/kubeflow Machine Learning Toolkit for Kubernetes	55	Established	kubernetes-ml-deployment	15,511	—
122	mlr-org/mlr3pipelines Dataflow Programming for Machine Learning in R	55	Established	mlr3-ecosystem	148	R
123	beam-cloud/beta9 Ultrafast serverless GPU inference, sandboxes, and background jobs	55	Established	kubernetes-llm-serving	1,602	Go
124	Azure/mlops-project-template Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy...	55	Established	mlops-workflow-orchestration	83	Python
125	kubesphere/kubesphere The container platform tailored for Kubernetes multi-cloud, datacenter, and...	55	Established	kubernetes-ai-dashboards	16,868	Go
126	akuity/awesome-argo A curated list of awesome projects and resources related to Argo (a CNCF...	55	Established	mlops-framework-directories	2,400	—
127	nebius/soperator Run Slurm in Kubernetes	55	Established	kubernetes-ml-deployment	368	Go
128	splunk/splunk-mltk-container-docker Splunk App for Data Science and Deep Learning - container images repository	55	Established	ai-engineering-fundamentals	63	Jupyter Notebook
129	keikoproj/active-monitor Provides deep monitoring and self-healing of Kubernetes clusters	55	Established	anomaly-detection-systems	182	Go
130	CerebriumAI/examples Examples for Cerebrium Serverless GPUs	54	Established	mlops-end-to-end	522	Python
131	JulietMirambo/Units_of_Measure_Harmonization-intelligence-platform Production-Grade ML System for Automated Unit of Measure Error Detection...	54	Established	automl-frameworks	867	PowerShell
132	mlop-ai/mlop Next Generation Experimental Tracking for Machine Learning Operations	54	Established	mlops-workflow-orchestration	370	Python
133	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
134	containers/omlmd OCI Artifact for ML model & metadata	54	Established	kubernetes-ml-deployment	79	Python
135	aws-samples/aws-kr-startup-samples A collection of AWS Korea Startup SA team materials for hands-on labs.	54	Established	generative-ai-learning-projects	47	Jupyter Notebook
136	geoalgo/slurmpilot Launching and monitoring Slurm experiments in Python	54	Established	mlops-end-to-end	24	Python
137	project-codeflare/codeflare Simplifying the definition and execution, scaling and deployment of...	54	Established	ml-experiment-tracking	234	Jupyter Notebook
138	nbicocchi/learn-microservices Advanced course on tools and practices aiming at designing, developing,...	54	Established	mlops-end-to-end	27	Java
139	modelpack/modctl Command-line tools for managing OCI model artifacts, which are bundled based...	54	Established	model-context-protocol	63	Go
140	polyaxon/cli Polyaxon Core Client & CLI to streamline MLOps	54	Established	ml-platform-builder	19	Python
141	SuperCowPowers/workbench Workbench: An easy to use Python API for creating and deploying AWS SageMaker Models	54	Established	sagemaker-ml-platforms	50	Python
142	raids-lab/crater Crater is a cloud-native AI training & inference platform.	54	Established	kubernetes-ml-deployment	162	TypeScript
143	aqstack/sentinel Self-healing edge computing agent with predictive failure detection and...	54	Established	real-time-threat-detection	373	Go
144	awslabs/project-lakechain :zap: Cloud-native, AI-powered, document processing pipelines on AWS.	53	Established	fullstack-ai-monorepos	186	TypeScript
145	sustainable-computing-io/kepler-model-server Model Server for Kepler	53	Established	model-inference-serving	29	Python
146	jostrm/azure-enterprise-scale-ml Enterprise Scale AIFactory (esml) - on Azure	53	Established	generative-ai-workshops	51	Jupyter Notebook
147	burakince/mlflow Mlflow Docker Image	53	Established	kubernetes-ml-deployment	26	Python
148	pipekit/talk-demos Code & docs for Pipekit's talks	53	Established	mlops-end-to-end	27	Python
149	SkeneTechnologies/skene Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans...	53	Established	agent-orchestration-frameworks	27	Go
150	psalias2006/gpu-hot 🔥 Real-time NVIDIA GPU dashboard	52	Established	llm-observability-monitoring	1,473	JavaScript
151	VectorInstitute/cyclops A toolkit for evaluating and monitoring AI models in clinical settings	52	Established	healthcare-ai-applications	89	Python
152	Caesarsage/DevOps-Cloud-Projects DevOps Projects is a curated collection of hands-on projects designed to...	52	Established	open-source-contribution-guides	54	JavaScript
153	myelintek/primehub open-source MLOps platform	52	Established	ml-experiment-tracking	411	Shell
154	MAIF/eurybia ⚓ Eurybia monitors model drift over time and securizes model deployment with...	52	Established	ml-drift-detection	216	Jupyter Notebook
155	crate/mlflow-cratedb MLflow adapter for CrateDB.	51	Established	mlops-workflow-orchestration	1	Python
156	pytorch/serve Serve, optimize and scale PyTorch models in production	51	Established	model-inference-serving	4,361	Java
157	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
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	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
161	apache/submarine Submarine is Cloud Native Machine Learning Platform.	51	Established	kubernetes-ml-deployment	705	Java
162	WeBankFinTech/Prophecis Prophecis is a one-stop cloud native machine learning platform.	51	Established	ml-drift-detection	511	Go
163	nogibjj/mlops-template mlops template	51	Established	cursor-rules-and-configs	335	Python
164	SeldonIO/seldon-server Machine Learning Platform and Recommendation Engine built on Kubernetes	51	Established	kubernetes-ml-deployment	1,477	Java
165	qnbhd/mljet Minimalistic ML-models auto deployment tool	51	Established	mlops-workflow-orchestration	67	Python
166	MG-Cafe/MLOps_Workshop Azure MLOps	51	Established	mlops-workflow-orchestration	157	Python
167	featurestoreorg/serverless-ml-course Serverless Machine Learning Course for building AI-enabled Prediction...	51	Established	mlops-workflow-orchestration	682	Jupyter Notebook
168	artefactory/streamlit_prophet Streamlit app to train, evaluate and optimize a Prophet forecasting model.	51	Established	demand-forecasting-systems	366	Python
169	anveshmuppeda/mlops MLOps	51	Established	mlops-workflow-orchestration	20	Jupyter Notebook
170	jpmorganchase/inference-server Deploy your AI/ML model to Amazon SageMaker for Real-Time Inference and...	51	Established	ml-api-deployment	57	Python
171	GoogleCloudDataproc/dataproc-ml-python Library to simplify running distributed ML workloads with Apache Spark	51	Established	llm-evaluation-platforms	7	Python
172	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
173	UrbsLab/STREAMLINE Simple Transparent End-To-End Automated Machine Learning Pipeline for...	51	Established	automl-frameworks	80	Jupyter Notebook
174	KusionStack/kusion Declarative Intent Driven Platform Orchestrator for Internal Developer...	50	Established	kubernetes-ml-deployment	1,281	Go
175	ZenithClown/ai-ml-project-template A "production-ready" simple project template to quickly start an Artificial...	50	Established	ai-literacy-education	30	—
176	Tandemn-Labs/tandemn-tuna A hybrid router that uses Spot GPU instances to reduce costs and Serverless...	50	Established	mlops-end-to-end	22	Python
177	claimed-framework/mlx Machine Learning eXchange (MLX). Data and AI Assets Catalog and Execution Engine	50	Established	distributed-training-frameworks	215	Python
178	ebhy/budgetml Deploy a ML inference service on a budget in less than 10 lines of code.	50	Established	ml-api-deployment	1,345	Python
179	redhat-na-ssa/demo-ai-gitops-catalog A catalog for demos in GitOps on OpenShift	50	Established	mlops-framework-directories	18	HTML
180	AlexIoannides/kubernetes-mlops MLOps tutorial using Python, Docker and Kubernetes.	50	Established	mlops-workflow-orchestration	410	Python
181	panacloud/bootcamp-2021 Become a Certified Unicorn Developer and Participant in the API Token Economy	50	Established	generic-project-templates	188	TypeScript
182	nfmoore/azure-databricks-containers-mlops-example-scenarios Prescriptive guidance for building, deploying, and monitoring machine...	50	Established	mlops-workflow-orchestration	25	Jupyter Notebook
183	sloopstash/kickstart-elk Collect Telemetry data from a variety of platforms, workloads, and services...	50	Established	anomaly-detection-systems	8	—
184	numaproj/numalogic-prometheus AIOps for metrics in Prometheus	50	Established	anomaly-detection-systems	34	Python
185	greppo-io/greppo Build & deploy geospatial applications quick and easy.	50	Established	geospatial-ml-tools	417	Python
186	ml-tooling/ml-hub 🧰 Multi-user development platform for machine learning teams. Simple to...	49	Emerging	ml-experiment-tracking	319	Python
187	kingabzpro/CICD-for-Machine-Learning A beginner's project on automating the training, evaluation, versioning, and...	49	Emerging	mlops-workflow-orchestration	119	Jupyter Notebook
188	DataTalksClub/mlops-zoomcamp Free MLOps course from DataTalks.Club	49	Emerging	mlops-zoomcamp-cohorts	14,315	Jupyter Notebook
189	aws-solutions-library-samples/guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks Comprehensive, scalable ML inference architecture using Amazon EKS,...	49	Emerging	agentic-ai-frameworks	21	Python
190	loryanstrant/MicrosoftCloudLogos A collection of Microsoft cloud product logos	49	Emerging	copilot-educational-curriculum	189	Python
191	Sherin-SEF-AI/api-mocker Enterprise-Grade API Development Platform	49	Emerging	ai-workflow-automation	4	Python
192	SocAIty/APIPod Create web-APIs for long-running tasks. Job based task handling. Get the...	49	Emerging	ml-api-deployment	26	Python
193	video-db/videodb-cookbook Build use cases with VideoDB	49	Emerging	youtube-transcript-rag	31	Jupyter Notebook
194	flyteorg/flyteconsole The user interface for Flyte	49	Emerging	mlops-framework-directories	43	TypeScript
195	Chabane/bigdata-playground A complete example of a big data application using : Kubernetes (kops/aws),...	49	Emerging	spark-hadoop-ml-pipelines	210	TypeScript
196	RiccardoBiosas/awesome-MLSecOps A curated list of MLSecOps tools, articles and other resources on security...	49	Emerging	prompt-engineering-resources	425	—
197	run-ai/genv GPU environment and cluster management with LLM support	49	Emerging	ml-development-environments	658	Python
198	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
199	vuhuusy/data-lakehouse-platform Scalable real-time fraud detection platform built on modern Data Lakehouse...	48	Emerging	mlops-end-to-end	10	Python
200	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

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