All MLOps Tools

2,112 tools ranked by quality score · Page 5 of 22

Showing 401–500 of 2,112

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#	Tool	Score	Tier	Category	Stars	Language
401	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
402	RamiKrispin/pydata-ny-ga-workshop Materials for the Deploy and Monitor ML Pipelines with Python, Docker and...	38	Emerging	data-pipeline-frameworks	82	HTML
403	aws-samples/aws-copilot-cli-streamlit Rapidly deploy a Machine Learning ML service on Amazon Web Services (AWS)...	38	Emerging	ml-api-deployment	10	Python
404	maciejkepa/ai-ml-in-practice Repository for AI/ML in Practice series materials: real-world examples,...	38	Emerging	ml-learning-resources	4	Jupyter Notebook
405	Yu-Group/veridical-flow Making it easier to build stable, trustworthy data-science pipelines based...	38	Emerging	scikit-learn-pipelines	72	Jupyter Notebook
406	SkyAPM/aiops-engine-for-skywalking This is an incubating repository of the Apache SkyWalking AIOps Engine	38	Emerging	ai-projects-collections	39	Jupyter Notebook
407	aws-samples/sm-data-wrangler-mlops-workflows Integrate SageMaker Data Wrangler into your MLOps workflows with Amazon...	38	Emerging	sagemaker-ml-platforms	18	Jupyter Notebook
408	anthonycorletti/snok 🚀 A simple, modern, full-stack toolkit for Python 🐍	38	Emerging	langchain-application-tutorials	38	Python
409	NguyenTriBaoThang/Childsafenet ChildSafeNet – An AI-driven Internet Safety System for Children. The...	38	Emerging	mlops-end-to-end	2	Jupyter Notebook
410	RamiKrispin/useR2024-pipeline-workshop Materials for the useR!2024 conference workshop "Deploy and Monitor ML...	38	Emerging	mlops-end-to-end	57	HTML
411	chassisml/chassis Chassis turns machine learning models into portable container images that...	38	Emerging	mlops-workflow-orchestration	86	Python
412	khuyentran1401/production-ready-data-science-code Transform messy data science notebooks into production-ready code. Examples...	38	Emerging	mlops-workflow-orchestration	94	Python
413	anveshmuppeda/aws AWS Hands-On Labs Repository	38	Emerging	aws-bedrock-applications	14	Python
414	AICoE/thanos-openshift Thanos on OpenShift	38	Emerging	kubernetes-ml-deployment	11	—
415	zenml-io/zenbytes A simple guide to MLOps through ZenML and its various integrations.	38	Emerging	mlops-workflow-orchestration	188	Jupyter Notebook
416	MSUSAzureAccelerators/Intelligent-Supply-Chain-Management The Supply Chain Management Accelerator leverages deep learning forecasts,...	38	Emerging	inventory-management-systems	17	Jupyter Notebook
417	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
418	bodywork-ml/bodywork-core ML pipeline orchestration and model deployments on Kubernetes.	38	Emerging	mlops-workflow-orchestration	435	Python
419	pathway-labs/azure-openai-real-time-data-app Real-time data pipeline for AI apps in Azure	38	Emerging	ai-tools-directories	26	Bicep
420	awslabs/fmbench-orchestrator Run FMBench simultaneously across multiple Amazon EC2 machines to benchmark...	38	Emerging	llm-evaluation-platforms	15	Python
421	ChurnGuard/ChurnInsight Sistema end-to-end de predicción de abandono. Incluye un pipeline de...	38	Emerging	customer-churn-prediction	3	Jupyter Notebook
422	awesome-mlops/awesome-ml-monitoring A curated list of awesome open source tools and commercial products for...	38	Emerging	mlops-framework-directories	93	—
423	abundant-ai/oddish Run Harbor tasks in the cloud	37	Emerging	llm-docker-deployments	5	Python
424	ivangabriele/docker-cuda-desktop Ubuntu PyTorch CUDA Docker image with KDE Plasma Desktop & VNC. Ideal for...	37	Emerging	llm-docker-deployments	17	Dockerfile
425	arv-anshul/yt-watch-history Analyse your YouTube watch history using Data Science, ML and NLP.	37	Emerging	youtube-comment-analysis	14	Python
426	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
427	AICoE/openshift_kubeflow_workshop Kubeflow on OpenShift	37	Emerging	kubernetes-ml-deployment	14	Python
428	aws-samples/amazon-sagemaker-pipeline-deploy-manage-100x-models-python-cdk This GitHub repository showcases the implementation of a comprehensive...	37	Emerging	sagemaker-ml-platforms	9	Python
429	MontOpsInc/nabled nabled aims to be Rust's goto library for Linear Algebra & ML: performant,...	37	Emerging	ml-platform-builder	9	Rust
430	ISE-S46/CCFD A real-time credit card fraud detection system built with PySpark MLlib that...	37	Emerging	fraud-detection-ml	3	Jupyter Notebook
431	RunLLM/aqueduct Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and...	37	Emerging	llm-api-gateways	520	Go
432	VIDA-NYU/PipelineVis Pipeline Profiler is a tool for visualizing machine learning pipelines...	37	Emerging	ml-experiment-tracking	86	JavaScript
433	awesome-mlops/awesome-mlops-kubernetes A curated list of awesome open source tools and commercial products that...	37	Emerging	mlops-framework-directories	20	—
434	fuseml/fuseml FuseML aims to provide an MLOps framework as the medium dynamically...	37	Emerging	ml-experiment-tracking	85	Go
435	IMsumitkumar/No-code-ML-platform-DashB.ai A no code machine learning pipelines and data visualization platform \|...	37	Emerging	ml-model-serving	19	JavaScript
436	cdklabs/cdk-appmod-catalog-blueprints Library of composable well-architected CDK solution blueprints for...	37	Emerging	aws-bedrock-rag-implementations	8	Python
437	brandonhimpfen/awesome-mlops A curated list of tools, frameworks, platforms, and resources for Machine...	37	Emerging	mlops-end-to-end	3	Python
438	DGAC/Acropole This repository contains the Acropole model for aircraft fuel flow...	37	Emerging	flight-delay-prediction	24	Python
439	nimbo-sh/nimbo Run compute jobs on AWS as if you were running them locally.	37	Emerging	sagemaker-ml-platforms	124	Python
440	kf5i/k3ai K3ai is a lightweight, fully automated, AI infrastructure-in-a-box solution...	37	Emerging	kubernetes-ml-deployment	102	PowerShell
441	Azure/mlops-starter-sklearn Azure Machine Learning と GitHub を利用した MLOps のサンプルコード	37	Emerging	mlops-workflow-orchestration	12	Python
442	stelsemeyer/aws-lambda-model-tf A serverless, containerized machine learning model API using AWS Lambda &...	37	Emerging	sagemaker-ml-platforms	6	HCL
443	Huzefaaa2/MindOps MindOps is the layer where AI meets awareness, where observability data...	37	Emerging	production-copilot-systems	2	Python
444	slai-labs/get-beam Run GPU inference and training jobs on serverless infrastructure that scales...	37	Emerging	kubernetes-ml-deployment	102	Shell
445	rocketride-org/rocketride-server High-performance AI pipeline engine with a C++ core and 50+...	37	Emerging	platform-sdk-libraries	15	C++
446	khuyentran1401/codecut-blog 45+ production-ready tutorials on data science, MLOps, and AI tools. All...	37	Emerging	ai-engineering-fundamentals	22	Jupyter Notebook
447	Atharva-Phatak/shopme ShopME: An E2E fashion recommendation System	37	Emerging	fashion-recommendation-systems	20	Python
448	GokuMohandas/data-engineering Construct a modern data stack and orchestration the workflows to create high...	37	Emerging	mlops-workflow-orchestration	236	Jupyter Notebook
449	ARUNAGIRINATHAN-K/huggingface-on-aws Deploy and train Hugging Face models on AWS — SageMaker, Bedrock, ECS, EKS, and more.	37	Emerging	huggingface-learning-resources	8	—
450	solygambas/mlops-projects Hands-on MLOps projects to explore and learn the practical aspects of...	36	Emerging	mlops-workflow-orchestration	100	Jupyter Notebook
451	ashish-kamboj/mlops Repository contains the detail about ML model deployment and building...	36	Emerging	mlops-end-to-end	2	Jupyter Notebook
452	PatrickCmd/mlops-project An end-to-end machine learning (mlops) project	36	Emerging	mlops-workflow-orchestration	51	Jupyter Notebook
453	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
454	GSA/coe-industry-day Information on the Phase II Industry Day for the Centers of Excellence at USDA.	36	Emerging	government-procurement-docs	13	—
455	blake-hamm/bhamm-lab My homelab	36	Emerging	organization-websites	34	HCL
456	aws-samples/amazon-sagemaker-mlops-byoc-using-codepipeline-aws-cdk Sample solution to build a deployment pipeline for Amazon SageMaker.	36	Emerging	sagemaker-ml-platforms	13	TypeScript
457	GokuMohandas/monitoring-ml Learn how to monitor ML systems to identify and mitigate sources of drift...	36	Emerging	ml-drift-detection	99	Jupyter Notebook
458	klarna-incubator/mleko Simplify and accelerate your machine learning development with mleko....	36	Emerging	—	13	Python
459	kedro-org/kedro-website A repository for the official home of Kedro.	36	Emerging	mlops-workflow-orchestration	4	TypeScript
460	Abhi0323/End-to-End-Employee-Churn-Prediction-with-Azure-Databricks Developed an end-to-end machine learning solution for predicting employee...	36	Emerging	customer-churn-prediction	9	Jupyter Notebook
461	hyeonsangjeon/gdpval-realworks Benchmark LLMs on real professional tasks, not academic puzzles. YAML-driven...	36	Emerging	mlops-end-to-end	11	Python
462	biocore/qadabra Snakemake workflow for comparison of differential abundance ranks	36	Emerging	dna-sequence-ml	13	Python
463	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
464	benz0li/mojo-dev-container Multi-arch (linux/amd64, linux/arm64/v8) Mojo dev container	36	Emerging	ml-development-environments	2	Shell
465	wesellis/TECH-Adobe-Enterprise-Automation-PowerShell-Python-Portfolio [100% Complete] 🎉 Production-ready Adobe CC automation suite. 5,750+ lines:...	36	Emerging	generic-project-templates	3	JavaScript
466	google/space Unified storage framework for the entire machine learning lifecycle	36	Emerging	ml-experiment-tracking	155	Python
467	mlops-ai/mlops Open-source tool for tracking & monitoring machine learning models.	36	Emerging	mlops-workflow-orchestration	23	TypeScript
468	GSA/coe-discovery-bpa Information on the Discovery BPA for discovery-related work performed by the...	36	Emerging	government-procurement-docs	5	—
469	fuzzylabs/matcha A tool to provision MLOps environments in Azure	36	Emerging	llm-function-calling	33	Python
470	xtreamsrl/amld22-mlops-on-aws Resources for the AMLD 2022 workshop "DevOps on AWS"	36	Emerging	sagemaker-ml-platforms	7	Jupyter Notebook
471	LinkTime-Corp/llm-in-containers Run LLM-related tools in containers.	36	Emerging	llm-docker-deployments	55	Python
472	SamuelTillman/infra-ops-academy A free DevOps & SRE school. Curated courses from foundational to advanced,...	36	Emerging	ai-learning-resources	16	—
473	g-greatdevaks/dhs-2023-mlops A repository containing workshop material used during DataHack Summit 2023,...	36	Emerging	mlops-workflow-orchestration	7	Jupyter Notebook
474	shankarrrrr/Pre-Delinquency-Engine 🎯 AI-powered behavioral analytics that predicts customer defaults 30 days in...	36	Emerging	credit-risk-modeling	4	Python
475	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	—
476	harrystuart/flintml One-click ML infrastructure for teams that just want to get sh*t done.	36	Emerging	ml-experiment-tracking	139	Python
477	TatraDev/pipertool Platform for data science and machine learning prototyping. Developed by Tatradev.com	36	Emerging	ml-experiment-tracking	56	Python
478	Finsights-MLOps/FinSights Group project for Coursework; (MLOps IE7374). Northeastern University.	35	Emerging	financial-intelligence-rag	1	Jupyter Notebook
479	tuvovan/ml_in_production A set of demo of deploying a Machine Learning Model in production using...	35	Emerging	ml-api-deployment	61	Python
480	aroojjaved93/AI-SLA-Predictor-for-JIRA-Smart-Ticket-Automation AI-powered solution to predict SLA breaches, prioritize support tickets, and...	35	Emerging	support-ticket-automation	8	HTML
481	nilanjan-debnath/Yield-Smart The project utilizes data analysis for early plant illness detection,...	35	Emerging	agricultural-ai-assistants	2	JavaScript
482	Danselem/weather_health An MLOps project for predicting illnesses based on weather conditions	35	Emerging	weather-forecasting-ml	2	HTML
483	DarkStarStrix/Auto_Api My personal ML infrastructure	35	Emerging	ml-api-deployment	13	Python
484	techednelson/aiops-nexus AIOps Nexus is an open-source intelligent operations platform that uses AI...	35	Emerging	agent-orchestration-platforms	9	Python
485	andrewm4894/airflow-provider-anomaly-detection An airflow provider for anomaly detection.	35	Emerging	anomaly-detection-systems	21	Python
486	Shubham60019/watchtower Monitor and inspect AI coding agent API traffic in real time with a web...	35	Emerging	—	2	JavaScript
487	fuseml/fuseml-core FuseML APIs and core service. This repo include the FuseML client useful to...	35	Emerging	model-inference-serving	5	Go
488	PapiHack/gai-demo Demo project of my talk for Galsen AI Dakar community on How to Deploy &...	35	Emerging	kubernetes-ml-deployment	10	Python
489	rtuszik/replicate-flux-lora WebUI for running Flux LoRAs using the Replicate API.	35	Emerging	flux-model-tools	9	Python
490	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
491	JayFarei/opentraces Open schema + CLI for repo-local agent trace capture, review, and upload to...	35	Emerging	—	31	Python
492	k3ai/plugins A lightweight tool to get an AI Infrastructure Stack up in minutes not days....	35	Emerging	kubernetes-ml-deployment	6	—
493	mlops-guide/dvc-gitactions Example project with a complete MLOps cycle: versioning data, generating...	35	Emerging	mlops-workflow-orchestration	49	Jupyter Notebook
494	EthicalML/sml-security MLOps Cookiecutter Template: A Base Project Structure for Secure Production...	35	Emerging	ml-project-templates	42	Python
495	dyneth02/Air-Quality-Trends-Analysis-Project Full-stack air quality analytics platform built with FastAPI, React, and...	35	Emerging	agentic-ai-frameworks	21	JavaScript
496	Morikashi/MLflow-crash-course A meticulously curated collection of hands-on Jupyter notebooks, designed to...	35	Emerging	ml-project-collections	6	Jupyter Notebook
497	estimand/building-data-driven-products Teaching materials for Building data-driven products	35	Emerging	data-science-bootcamp-portfolios	6	Jupyter Notebook
498	jaumpedro214/ml-streming-kafka-cdc Deploying a Machine Learning model streaming application with Apache Kafka	35	Emerging	spark-hadoop-ml-pipelines	11	Python
499	GaneshArihanth/Vessel-Oil-Spill-Detection Vessel Anomaly Detection is a microservices-based application for maritime...	35	Emerging	anomaly-detection-systems	5	JavaScript
500	joshuatochinwachi/Solana-Game-Signals-and-Predictive-Modelling Next-generation analytics & ML-powered churn prediction for Solana gaming....	35	Emerging	customer-churn-prediction	10	TypeScript

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