All MLOps Tools

599 tools ranked by quality score · Page 3 of 6

Showing 201–300 of 599

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#	Tool	Score	Tier	Category	Stars	Language
201	katanaml/katana-skipper Simple and flexible ML workflow engine	48	Emerging	kubernetes-ml-deployment	423	Python
202	iesahin/xvc A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)	48	Emerging	rust-ml-libraries	72	Rust
203	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
204	katonic-dev/explainit A modern, enterprise-ready business intelligence web application	48	Emerging	explainability-interpretability-frameworks	33	Python
205	machine-learning-apps/actions-ml-cicd A Collection of GitHub Actions That Facilitate MLOps	47	Emerging	mlops-workflow-orchestration	206	Jupyter Notebook
206	nbicocchi/learn-microservices Advanced course on tools and practices aiming at designing, developing,...	47	Emerging	mlops-end-to-end	27	Java
207	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
208	intuit/foremast Foremast adds application resiliency to Kubernetes by leveraging machine...	47	Emerging	anomaly-detection-systems	134	Java
209	iterative/cml ♾️ CML - Continuous Machine Learning \| CI/CD for ML	47	Emerging	mlops-workflow-orchestration	4,169	JavaScript
210	deployKF/deployKF deployKF builds machine learning platforms on Kubernetes. We combine the...	47	Emerging	kubernetes-ml-deployment	465	Shell
211	Lilypad-Tech/lilypad Run AI workloads easily in a decentralized GPU network. ...	47	Emerging	multi-modal-ai-assistants	91	Go
212	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
213	polyaxon/cli Polyaxon Core Client & CLI to streamline MLOps	47	Emerging	ml-platform-builder	19	Python
214	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
215	geoalgo/slurmpilot Launching and monitoring Slurm experiments in Python	46	Emerging	mlops-end-to-end	24	Python
216	open-source-labs/mlflow-js A JavaScript client library for MLflow that streamlines machine learning...	46	Emerging	javascript-ml-libraries	40	TypeScript
217	polyaxon/mloperator Machine learning operator & controller for Kubernetes	46	Emerging	kubernetes-ml-deployment	94	Go
218	pipekit/talk-demos Code & docs for Pipekit's talks	46	Emerging	mlops-end-to-end	27	Python
219	kubedl-io/kubedl Run your deep learning workloads on Kubernetes more easily and efficiently.	46	Emerging	kubernetes-ml-deployment	531	Go
220	scitix/arks Arks is a cloud-native inference framework running on Kubernetes	46	Emerging	kubernetes-llm-serving	46	Go
221	sustainable-computing-io/kepler-model-server Model Server for Kepler	46	Emerging	model-inference-serving	29	Python
222	tf-encrypted/moose Secure distributed dataflow framework for encrypted machine learning and...	46	Emerging	zero-knowledge-ml	70	Rust
223	jina-ai/serve ☁️ Build multimodal AI applications with cloud-native stack	46	Emerging	llm-evaluation-platforms	21,848	Python
224	Project-MONAI/monai-deploy MONAI Deploy aims to become the de-facto standard for developing, packaging,...	46	Emerging	medical-image-segmentation	116	Shell
225	mystic-ai/pipeline Pipeline is an open source python SDK for building AI/ML workflows	45	Emerging	ml-experiment-tracking	140	TypeScript
226	fuzzylabs/awesome-open-mlops The Fuzzy Labs guide to the universe of open source MLOps	45	Emerging	mlops-workflow-orchestration	476	—
227	star-whale/starwhale an MLOps/LLMOps platform	45	Emerging	kubernetes-llm-serving	237	Java
228	terrytangyuan/awesome-kubeflow A curated list of awesome projects and resources related to Kubeflow (a CNCF...	45	Emerging	mlops-framework-directories	223	—
229	cdfoundation/sig-mlops CDF SIG MLOps	45	Emerging	mlops-workflow-orchestration	630	—
230	bigscience-workshop/bigscience Central place for the engineering/scaling WG: documentation, SLURM scripts...	45	Emerging	hpc-cluster-management	1,010	Shell
231	anveshmuppeda/mlops MLOps	45	Emerging	mlops-workflow-orchestration	20	Jupyter Notebook
232	fluxninja/aperture Rate limiting, caching, and request prioritization for modern workloads	45	Emerging	llm-api-gateways	729	Go
233	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
234	aws-samples/amazon-sagemaker-mlops-workshop MLOps workshop with Amazon SageMaker	45	Emerging	sagemaker-ml-platforms	112	Jupyter Notebook
235	kleveross/ormb Docker for Your ML/DL Models Based on OCI Artifacts	45	Emerging	kubernetes-ml-deployment	474	Go
236	kleveross/klever-model-registry Cloud Native Machine Learning Model Registry	45	Emerging	kubernetes-ml-deployment	82	Go
237	caraml-dev/mlp A platform for developing and operating the machine learning systems at the...	45	Emerging	go-ml-bindings	49	Go
238	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
239	runpod/serverless-workers ⚙️ \| REPLACED BY https://github.com/runpod-workers \| Official set of...	45	Emerging	diffusion-deployment-infrastructure	60	Python
240	cortexlabs/cortex Production infrastructure for machine learning at scale	45	Emerging	mojo-ml-frameworks	8,027	Go
241	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
242	SeldonIO/tempo MLOps Python Library	44	Emerging	mlops-workflow-orchestration	121	Python
243	microsoft/hivedscheduler Kubernetes Scheduler for Deep Learning	44	Emerging	kubernetes-ml-deployment	264	Go
244	elehcimd/mltraq Track and Collaborate on ML & AI Experiments.	44	Emerging	ml-experiment-tracking	44	Jupyter Notebook
245	couler-proj/couler Unified Interface for Constructing and Managing Workflows on different...	44	Emerging	mlops-workflow-orchestration	943	Python
246	Hydrospheredata/hydro-serving MLOps Platform	44	Emerging	mlops-workflow-orchestration	272	Mustache
247	bentoml/Yatai Model Deployment at Scale on Kubernetes 🦄️	44	Emerging	mlops-workflow-orchestration	838	TypeScript
248	vsergeyev/loudml-grafana-app Visualization panel and datasource for Grafana to connect with Loud ML AI...	44	Emerging	streamlit-ml-dashboards	48	TypeScript
249	eclipse-zenoh-flow/zenoh-flow zenoh-flow aims at providing a zenoh-based data-flow programming framework...	44	Emerging	rust-tensor-frameworks	114	Rust
250	ai-infra-curriculum/ai-infra-engineer-learning AI Infrastructure Engineer Learning Track - Production ML infrastructure...	44	Emerging	ai-literacy-education	48	Python
251	ploomber/ploomber The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️	44	Emerging	ml-experiment-tracking	3,623	Python
252	plynx-team/plynx PLynx is a domain agnostic platform for managing reproducible experiments...	44	Emerging	distributed-training-frameworks	313	JavaScript
253	treebeardtech/kubeflow-bootstrap 🪐 1-click Kubeflow using ArgoCD	44	Emerging	kubernetes-ml-deployment	72	Shell
254	BaizeAI/kcover 🧯 Kubernetes coverage for fault awareness and recovery, works for any...	44	Emerging	kubernetes-ai-dashboards	35	Go
255	aws/sagemaker-sparkml-serving-container This code is used to build & run a Docker container for performing...	44	Emerging	sagemaker-ml-platforms	52	Java
256	flyingriverhorse/Skyulf Build and ship production ML pipelines faster: a pipeline library with an...	44	Emerging	mlops-workflow-orchestration	41	HTML
257	ploomber/soorgeon Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊	44	Emerging	mlops-workflow-orchestration	80	Python
258	provectus/sak-kubeflow 🚀 Deploy Kubeflow on AWS EKS with Terraform 🤖	44	Emerging	kubernetes-ml-deployment	64	HCL
259	kleveross/klever Cloud Native ML/DL Platform	43	Emerging	kubernetes-ml-deployment	133	—
260	G-Research/fasttrackml Experiment tracking server focused on speed and scalability	43	Emerging	ml-experiment-tracking	116	Go
261	unionai-oss/unionml UnionML: the easiest way to build and deploy machine learning microservices	43	Emerging	ml-experiment-tracking	336	Python
262	kubeflow/code-intelligence ML-Powered Developer Tools, using Kubeflow	43	Emerging	ai-learning-collections	56	Jupyter Notebook
263	whylabs/whylogs An open-source data logging library for machine learning models and data...	43	Emerging	anomaly-detection-systems	2,801	Jupyter Notebook
264	kitwork/kitwork Automate kit workflows effortlessly with a lightweight, high-performance,...	43	Emerging	n8n-workflow-automation	38	Go
265	redhat-na-ssa/demo-ai-gitops-catalog A catalog for demos in GitOps on OpenShift	43	Emerging	mlops-framework-directories	18	HTML
266	nfmoore/azure-databricks-containers-mlops-example-scenarios Prescriptive guidance for building, deploying, and monitoring machine...	43	Emerging	mlops-workflow-orchestration	25	Jupyter Notebook
267	karan842/mlops-best-practices Practical guide to build end-to-end machine learning pipeline and deploy...	43	Emerging	mlops-workflow-orchestration	81	Jupyter Notebook
268	XShengTech/MEGREZ 🌈 MEGREZ \| 🍒 Make Extendable GPU Resource EASY	43	Emerging	ml-development-environments	124	Go
269	abhishek-ch/around-dataengineering A Data Engineering & Machine Learning Knowledge Hub	43	Emerging	mlops-workflow-orchestration	1,141	Python
270	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
271	hoangsonww/YouTube-Success-Prediction-ML 📀 A production-oriented AI/machine learning platform that predicts YouTube...	43	Emerging	business-intelligence-dashboards	12	TypeScript
272	Lightning-AI/LitLogger A minimal Python logger that tracks everything you try when building AI -...	43	Emerging	mlops-end-to-end	24	Python
273	rafaelgreca/e2e-mlops-project The purpose of this project's design, development, and structure is to...	43	Emerging	mlops-workflow-orchestration	69	HTML
274	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
275	jakub-k-slys/n8n-operator Kubernetes Operator for N8n, a fair-code workflow automation platform with...	42	Emerging	n8n-workflow-automation	15	Go
276	anthonycorletti/snok 🚀 A simple, modern, full-stack toolkit for Python 🐍	42	Emerging	langchain-application-tutorials	38	Python
277	LthreeC/pyruns A lightweight Python CLI for batch experiments: auto-generate tasks from...	42	Emerging	hpc-cluster-management	13	Python
278	aws-samples/document-processing-pipeline-for-regulated-industries A boilerplate solution for processing image and PDF documents for regulated...	42	Emerging	document-intelligence-extraction	67	Python
279	ibrahim-Sobh/heart_stroke_prediction Heart Strokes Predictions ML Model In Production	42	Emerging	stroke-risk-prediction	55	Python
280	aws-solutions-library-samples/guidance-for-scalable-model-inference-and-agentic-ai-on-amazon-eks Comprehensive, scalable ML inference architecture using Amazon EKS,...	42	Emerging	agentic-ai-frameworks	21	Python
281	Morphl-AI/MorphL-Community-Edition MorphL Community Edition uses big data and machine learning to predict user...	42	Emerging	rfm-customer-segmentation	259	Python
282	tugraz-isds/systemds An open source ML system for the end-to-end data science lifecycle	42	Emerging	model-inference-serving	37	Java
283	awslabs/aws-customer-churn-pipeline An End to End Customer Churn Prediction solution using AWS services.	42	Emerging	customer-churn-prediction	41	Jupyter Notebook
284	demml/opsml Quality Control for AI Artifact Management	42	Emerging	llm-evaluation-platforms	31	Rust
285	davefojtik/RunPod-Fooocus-API RunPod serverless worker for Fooocus-API. Standalone or with network volume	42	Emerging	diffusion-deployment-infrastructure	41	Python
286	Lightning-AI/ecosystem-ci Automate issue discovery for your projects against Lightning nightly and releases.	42	Emerging	kubernetes-ml-deployment	46	Python
287	Peco602/maternal-health-risk Maternal Health Risk prediction MLOps pipeline	42	Emerging	icu-patient-risk-prediction	46	Python
288	vuhuusy/data-lakehouse-platform Scalable real-time fraud detection platform built on modern Data Lakehouse...	41	Emerging	mlops-end-to-end	10	Python
289	Lab700xOrg/aisbom AI SBOM: AI Software Bill of Materials - The Supply Chain for Artificial Intelligence	41	Emerging	mlops-end-to-end	70	Python
290	modelfoxdotdev/modelfox ModelFox makes it easy to train, deploy, and monitor machine learning models.	41	Emerging	rust-onnx-runtime	1,472	Rust
291	getindata/kedro-snowflake Kedro Snowflake / Snowpark plugin	41	Emerging	mlops-workflow-orchestration	14	Python
292	DougTrajano/mlflow-server MLflow Tracking Server with basic auth deployed in AWS App Runner.	41	Emerging	mlops-workflow-orchestration	36	HCL
293	sematic-ai/sematic An open-source ML pipeline development platform	41	Emerging	ml-experiment-tracking	998	Python
294	thoughtworks/mlops-platforms Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML,...	41	Emerging	mlops-workflow-orchestration	396	—
295	defilantech/LLMKube Kubernetes operator for GPU-accelerated LLM inference - air-gapped,...	41	Emerging	kubernetes-llm-serving	29	Go
296	stefanpietrusky/ASCVIT Repository for the article in the online magazine Towards Data Science.	41	Emerging	ml-learning-resources	12	Python
297	iterative/terraform-provider-iterative ☁️ Terraform plugin for machine learning workloads: spot instance recovery &...	41	Emerging	sagemaker-ml-platforms	295	Go
298	RihabFekii/streamlit-app Streamlit and FastAPI app for water potability assessment	41	Emerging	streamlit-ml-dashboards	30	Python
299	bodywork-ml/ml-pipeline-engineering Best practices for engineering ML pipelines.	40	Emerging	mlops-workflow-orchestration	36	Jupyter Notebook
300	k3ai/k3ai A lightweight tool to get an AI Infrastructure Stack up in minutes not days....	40	Emerging	kubernetes-ml-deployment	125	Go

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