All MLOps Tools

2,112 tools ranked by quality score · Page 3 of 22

Showing 201–300 of 2,112

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#	Tool	Score	Tier	Category	Stars	Language
201	aws-samples/machine-learning-using-k8s Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS	48	Emerging	kubernetes-ml-deployment	169	—
202	duoan/mega-data-factory 🏭 Mega Scale Multimodal DataPipeline for SOTA Foundation Models	48	Emerging	llm-data-labeling	354	Python
203	iesahin/xvc A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)	48	Emerging	rust-ml-libraries	72	Rust
204	aws-solutions/mlops-workload-orchestrator The MLOps Workload Orchestrator solution helps you streamline and enforce...	48	Emerging	mlops-workflow-orchestration	156	Python
205	microsoft/dstoolkit-mlops-databricks ML Ops Accelerator: Databricks & Azure Machine Learning Unification	48	Emerging	mlops-workflow-orchestration	81	Python
206	loglabs/mltrace Coarse-grained lineage and tracing for machine learning pipelines.	48	Emerging	ml-experiment-tracking	471	Python
207	RamiKrispin/ai-dev-2024-ml-workshop Materials for the AI Dev 2024 conference workshop "Deploy and Monitor ML...	48	Emerging	mlops-end-to-end	95	HTML
208	ptimizeroracle/ondine The LLM Dataset Engine — batch process millions of rows with 100+ providers....	48	Emerging	kubernetes-llm-serving	4	Python
209	karan842/stock-agent-ops Designing end-to-end weekly stock report generation using LSTM and Agentic...	48	Emerging	stock-market-prediction	201	Python
210	raptor-ml/raptor Transform your pythonic research to an artifact that engineers can deploy easily.	48	Emerging	model-inference-serving	161	Go
211	Cornerstone-OnDemand/modelkit Toolkit for developing and maintaining ML models	48	Emerging	ml-experiment-tracking	151	Python
212	markolofsen/django-cfg 🚀 Django-CFG: Type-Safe Django Configuration Framework with AI-Ready Infrastructure	48	Emerging	ecommerce-ai-assistants	15	Python
213	stefanpietrusky/ASCVIT Repository for the article in the online magazine Towards Data Science.	48	Emerging	ml-learning-resources	12	Python
214	TheRacetrack/racetrack An opinionated framework for deploying, managing, and serving application workloads	48	Emerging	mlops-workflow-orchestration	33	Python
215	katanaml/katana-skipper Simple and flexible ML workflow engine	48	Emerging	kubernetes-ml-deployment	423	Python
216	iterative/cml ♾️ CML - Continuous Machine Learning \| CI/CD for ML	47	Emerging	mlops-workflow-orchestration	4,169	JavaScript
217	intuit/foremast Foremast adds application resiliency to Kubernetes by leveraging machine...	47	Emerging	anomaly-detection-systems	134	Java
218	xt765/mermaid-trace Stop reading logs. Start watching them. MermaidTrace is a specialized...	47	Emerging	ai-diagram-generation	92	Python
219	IBM/data-science-best-practices The goal of this repository is to enable data scientists and ML engineers to...	47	Emerging	data-science-bootcamps	94	Ruby
220	BusySloths/mlox Sovereign AI Infrastructure. Open by Design. Slothfully Simple.	47	Emerging	mlops-end-to-end	10	Python
221	scitix/arks Arks is a cloud-native inference framework running on Kubernetes	47	Emerging	kubernetes-llm-serving	46	Go
222	fabriziosalmi/proxmox-lxc-autoscale-ml Automatically scale the LXC containers resources on Proxmox hosts with AI	47	Emerging	ml-drift-detection	28	Python
223	Lightning-AI/LitLogger A minimal Python logger that tracks everything you try when building AI -...	47	Emerging	mlops-end-to-end	24	Python
224	machine-learning-apps/actions-ml-cicd A Collection of GitHub Actions That Facilitate MLOps	47	Emerging	mlops-workflow-orchestration	206	Jupyter Notebook
225	tungngreen/PipelineScheduler PipelineScheduler optimizes workload distribution between servers and edge...	47	Emerging	mlops-end-to-end	10	C++
226	Lilypad-Tech/lilypad Run AI workloads easily in a decentralized GPU network. ...	47	Emerging	multi-modal-ai-assistants	91	Go
227	deployKF/deployKF deployKF builds machine learning platforms on Kubernetes. We combine the...	47	Emerging	kubernetes-ml-deployment	465	Shell
228	ORNL/flowcept Runtime provenance for AI and scientific workflows—capture, enrich, and...	47	Emerging	ai-workflow-orchestration	14	Python
229	aporia-ai/mlplatform-workshop 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more	47	Emerging	mlops-workflow-orchestration	446	TypeScript
230	kubedl-io/kubedl Run your deep learning workloads on Kubernetes more easily and efficiently.	46	Emerging	kubernetes-ml-deployment	531	Go
231	aws-samples/deploy-langfuse-on-ecs-with-fargate Self-hosting Langfuse on Amazon ECS with Fargate using CDK Python	46	Emerging	aws-bedrock-rag-implementations	75	Python
232	grc-iit/ChronoLog A High-Performance Storage Infrastructure for Activity and Log Workloads	46	Emerging	agent-memory-systems	8	C++
233	jina-ai/serve ☁️ Build multimodal AI applications with cloud-native stack	46	Emerging	llm-evaluation-platforms	21,848	Python
234	kingabzpro/A-to-Z-MLOps A complete MLOps project.	46	Emerging	mlops-workflow-orchestration	15	Jupyter Notebook
235	Project-MONAI/monai-deploy MONAI Deploy aims to become the de-facto standard for developing, packaging,...	46	Emerging	medical-image-segmentation	116	Shell
236	tf-encrypted/moose Secure distributed dataflow framework for encrypted machine learning and...	46	Emerging	zero-knowledge-ml	70	Rust
237	george0st/qgate-sln-mlrun MLRun/Iguazio/Nuclio quality gate solution. The solution checks a quality of...	46	Emerging	llm-evaluation-platforms	303	Python
238	cncf/llm-in-action 🤖 Discover how to apply your LLM app skills on Kubernetes!	46	Emerging	llm-inference-serving	146	Python
239	polyaxon/mloperator Machine learning operator & controller for Kubernetes	46	Emerging	kubernetes-ml-deployment	94	Go
240	open-source-labs/mlflow-js A JavaScript client library for MLflow that streamlines machine learning...	46	Emerging	javascript-ml-libraries	40	TypeScript
241	jakub-k-slys/n8n-operator Kubernetes Operator for N8n, a fair-code workflow automation platform with...	46	Emerging	n8n-workflow-automation	15	Go
242	myscale/myscale-telemetry Open-source observability for your LLM application.	45	Emerging	llm-observability-monitoring	54	Python
243	unnati-xyz/scalable-data-science-platform Content for architecting a data science platform for products using Luigi,...	45	Emerging	scikit-learn-pipelines	163	Jupyter Notebook
244	apache/hertzbeat-helm-chart An AI-powered next-generation open source real-time observability system.	45	Emerging	llm-observability-monitoring	9	Smarty
245	fluxninja/aperture Rate limiting, caching, and request prioritization for modern workloads	45	Emerging	llm-api-gateways	729	Go
246	cdfoundation/sig-mlops CDF SIG MLOps	45	Emerging	mlops-workflow-orchestration	630	—
247	runpod/serverless-workers ⚙️ \| REPLACED BY https://github.com/runpod-workers \| Official set of...	45	Emerging	diffusion-deployment-infrastructure	60	Python
248	traceopt-ai/traceml Lightweight training runtime health monitor	45	Emerging	ml-experiment-tracking	109	Python
249	jomariya23156/sales-forecast-mlops-at-scale Full-stack Highly Scalable Cloud-native Machine Learning system for demand...	45	Emerging	demand-forecasting-systems	79	Jupyter Notebook
250	cortexlabs/cortex Production infrastructure for machine learning at scale	45	Emerging	mojo-ml-frameworks	8,027	Go
251	aws-samples/amazon-sagemaker-mlops-workshop MLOps workshop with Amazon SageMaker	45	Emerging	sagemaker-ml-platforms	112	Jupyter Notebook
252	1minds3t/omnipkg Universal Python Runtime Orchestrator - One environment. Infinite Pythons...	45	Emerging	hpc-cluster-management	49	Python
253	bigscience-workshop/bigscience Central place for the engineering/scaling WG: documentation, SLURM scripts...	45	Emerging	hpc-cluster-management	1,010	Shell
254	kleveross/klever-model-registry Cloud Native Machine Learning Model Registry	45	Emerging	kubernetes-ml-deployment	82	Go
255	karadHub/jenkins-ai-optimizer Meet the beast of Jenkins MCP with AI-powered diagnostics, and more with...	45	Emerging	mcp-semantic-retrieval	3	Python
256	star-whale/starwhale an MLOps/LLMOps platform	45	Emerging	kubernetes-llm-serving	237	Java
257	katonic-dev/explainit A modern, enterprise-ready business intelligence web application	45	Emerging	explainability-interpretability-frameworks	33	Python
258	fuzzylabs/awesome-open-mlops The Fuzzy Labs guide to the universe of open source MLOps	45	Emerging	mlops-workflow-orchestration	476	—
259	sustainable-computing-io/kepler-model-db Repository containing up-to-date models to be used by the kepler-model-server	45	Emerging	model-inference-serving	3	—
260	mystic-ai/pipeline Pipeline is an open source python SDK for building AI/ML workflows	45	Emerging	ml-experiment-tracking	140	TypeScript
261	aws-samples/amazon-sagemaker-drift-detection This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end...	45	Emerging	ml-drift-detection	64	Python
262	kleveross/ormb Docker for Your ML/DL Models Based on OCI Artifacts	45	Emerging	kubernetes-ml-deployment	474	Go
263	terrytangyuan/awesome-kubeflow A curated list of awesome projects and resources related to Kubeflow (a CNCF...	45	Emerging	mlops-framework-directories	223	—
264	caraml-dev/mlp A platform for developing and operating the machine learning systems at the...	45	Emerging	go-ml-bindings	49	Go
265	ai-infra-curriculum/ai-infra-engineer-learning AI Infrastructure Engineer Learning Track - Production ML infrastructure...	44	Emerging	ai-literacy-education	48	Python
266	bentoml/Yatai Model Deployment at Scale on Kubernetes 🦄️	44	Emerging	mlops-workflow-orchestration	838	TypeScript
267	Hydrospheredata/hydro-serving MLOps Platform	44	Emerging	mlops-workflow-orchestration	272	Mustache
268	couler-proj/couler Unified Interface for Constructing and Managing Workflows on different...	44	Emerging	mlops-workflow-orchestration	943	Python
269	ploomber/ploomber The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️	44	Emerging	ml-experiment-tracking	3,623	Python
270	vsergeyev/loudml-grafana-app Visualization panel and datasource for Grafana to connect with Loud ML AI...	44	Emerging	streamlit-ml-dashboards	48	TypeScript
271	GACWR/OpenModelStudio An Agentic AI Engine & Workbench for Data Scientists	44	Emerging	ml-model-serving	2	TypeScript
272	ModelsLab/modelq ModelQ is a lightweight, battle-tested Python library for scheduling and...	44	Emerging	mlops-end-to-end	18	Python
273	provectus/sak-kubeflow 🚀 Deploy Kubeflow on AWS EKS with Terraform 🤖	44	Emerging	kubernetes-ml-deployment	64	HCL
274	treebeardtech/kubeflow-bootstrap 🪐 1-click Kubeflow using ArgoCD	44	Emerging	kubernetes-ml-deployment	72	Shell
275	Dramwig/FlowLine Automated tool for running Python programs in a streamlined manner	44	Emerging	distributed-training-frameworks	374	JavaScript
276	aws/sagemaker-sparkml-serving-container This code is used to build & run a Docker container for performing...	44	Emerging	sagemaker-ml-platforms	52	Java
277	ploomber/soorgeon Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊	44	Emerging	mlops-workflow-orchestration	80	Python
278	plynx-team/plynx PLynx is a domain agnostic platform for managing reproducible experiments...	44	Emerging	distributed-training-frameworks	313	JavaScript
279	microsoft/hivedscheduler Kubernetes Scheduler for Deep Learning	44	Emerging	kubernetes-ml-deployment	264	Go
280	amzn/rheoceros Cloud-based AI / ML workflow and data application development framework	44	Emerging	mlops-workflow-orchestration	17	Python
281	SeldonIO/tempo MLOps Python Library	44	Emerging	mlops-workflow-orchestration	121	Python
282	eclipse-zenoh-flow/zenoh-flow zenoh-flow aims at providing a zenoh-based data-flow programming framework...	44	Emerging	rust-tensor-frameworks	114	Rust
283	ThalesGroup/agilab Reproducible AI/ML workflow orchestration from local UI to distributed...	44	Emerging	—	4	Python
284	getindata/kedro-snowflake Kedro Snowflake / Snowpark plugin	44	Emerging	mlops-workflow-orchestration	14	Python
285	whylabs/whylogs An open-source data logging library for machine learning models and data...	43	Emerging	anomaly-detection-systems	2,801	Jupyter Notebook
286	karan842/mlops-best-practices Practical guide to build end-to-end machine learning pipeline and deploy...	43	Emerging	mlops-workflow-orchestration	81	Jupyter Notebook
287	Cloud-Pipelines/pipeline-editor Cloud Pipelines Editor is a web app that allows the users to build and run...	43	Emerging	mlops-workflow-orchestration	67	TypeScript
288	G-Research/fasttrackml Experiment tracking server focused on speed and scalability	43	Emerging	ml-experiment-tracking	116	Go
289	terraform-ibm-modules/terraform-ibm-watsonx-ai Terraform module to create and configure watsonx.ai Project	43	Emerging	sagemaker-ml-platforms	2	HCL
290	unionai-oss/unionml UnionML: the easiest way to build and deploy machine learning microservices	43	Emerging	ml-experiment-tracking	336	Python
291	b-data/jupyterlab-mojo-docker-stack (GPU accelerated) Multi-arch (linux/amd64, linux/arm64/v8) JupyterLab...	43	Emerging	llm-docker-deployments	5	Dockerfile
292	kleveross/klever Cloud Native ML/DL Platform	43	Emerging	kubernetes-ml-deployment	133	—
293	VashuTheGreat/ML-Learner Full stack machine learning learning repository covering model training,...	43	Emerging	ml-experiment-tracking	1	TypeScript
294	Pedrom2002/energy-forecast-pt Energy consumption forecasting system for Portugal using Machine Learning...	43	Emerging	mlops-end-to-end	3	Python
295	kitwork/kitwork Automate kit workflows effortlessly with a lightweight, high-performance,...	43	Emerging	n8n-workflow-automation	38	Go
296	microsoft/azurekorea This repository hosts the Azure Tech Blog, authored by Microsoft Korea...	43	Emerging	generative-ai-workshops	4	JavaScript
297	rafaelgreca/e2e-mlops-project The purpose of this project's design, development, and structure is to...	43	Emerging	mlops-workflow-orchestration	69	HTML
298	XShengTech/MEGREZ 🌈 MEGREZ \| 🍒 Make Extendable GPU Resource EASY	43	Emerging	ml-development-environments	124	Go
299	deploystackio/documentation DeployStack.io Documentation	43	Emerging	data-analytics-platforms	5	MDX
300	aws-samples/amazon-sagemaker-ab-testing-pipeline Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine...	43	Emerging	sagemaker-ml-platforms	45	Python

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