All MLOps Tools

599 tools ranked by quality score · Page 5 of 6

Showing 401–500 of 599

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#	Tool	Score	Tier	Category	Stars	Language
401	prassanna-ravishankar/modalkit A powerful Python framework for deploying ML models on Modal with...	33	Emerging	mlops-end-to-end	2	Python
402	Atharva-Phatak/shopme ShopME: An E2E fashion recommendation System	33	Emerging	fashion-recommendation-systems	20	Python
403	M-ballabio1/MeHEDI-app Web application for the data-driven management of a small healthcare...	33	Emerging	healthcare-facility-management	30	Python
404	xoseperez/standalone-lorawan-gateway-balena Deploys the The Things Stack LoRaWAN Network Server Open Source Edition,...	33	Emerging	google-tts-libraries	25	—
405	City-of-Helsinki/mlops-template Generic repository template for small scale MLOps	33	Emerging	mlops-workflow-orchestration	27	Python
406	GSTT-CSC/MLOps Framework for building ML apps	33	Emerging	mlops-workflow-orchestration	17	Python
407	klarna-incubator/mleko Simplify and accelerate your machine learning development with mleko....	33	Emerging	—	13	Python
408	kf5i/k3ai-core K3ai-core is the core library for the GO installer. Go installer will...	33	Emerging	kubernetes-ml-deployment	24	Go
409	Azure/employee-retention-databricks-kubernetes-poc End-to-end proof of concept showing core MLOps practices to develop, deploy...	32	Emerging	employee-attrition-analytics	15	Bicep
410	Dublit-Development/ollama-api Deploy a RESTful API Server to interact with Ollama and Stable Diffusion	32	Emerging	ollama-chat-interfaces	61	Python
411	robolaunch/robot-operator Kubernetes Robot Operator for ROS/2 Based Robots	32	Emerging	kubernetes-ml-deployment	30	Go
412	stateful-y/kedro-dagster Kedro plugin to support running pipelines on Dagster	32	Emerging	mlops-workflow-orchestration	22	Python
413	awesome-mlops/awesome-mlops-platforms A curated list of awesome open source and commercial MLOps platforms 🚀	32	Emerging	mlops-framework-directories	33	—
414	code-kern-ai/automl-docker CLI-based tool to automatically build ML models from training data into a...	32	Emerging	kaggle-competition-solutions	59	Python
415	h2oai/h2o-kubernetes H2O Open Source Kubernetes operator and a command-line tool to ease...	32	Emerging	kubernetes-ml-deployment	25	Rust
416	SAP-samples/btp-industry-use-cases Key SAP BTP components implemented in the proposed architecture of the BTP...	32	Emerging	ai-tools-directories	24	Jupyter Notebook
417	nxexox/pymlup MLup is framework for easy and fast run ML in production	32	Emerging	ml-experiment-tracking	21	Python
418	h2oai/mlops-dai-runtimes Production ready templates for deploying Driverless AI (DAI) scorers. ...	32	Emerging	mlops-workflow-orchestration	18	Java
419	synpse-hq/synpse Synpse is an all-in-one solution to manage your servers and IoT devices...	32	Emerging	multi-agent-orchestration	21	—
420	Chim-SO/mlops-template This is the MLOps Github template.	32	Emerging	mlops-workflow-orchestration	28	Python
421	squaredev-io/whitebox [Not Actively Maintained] Whitebox is an open source E2E ML monitoring...	32	Emerging	explainability-interpretability-frameworks	180	Python
422	Abhi0323/Agile-MLOps-Deployment-Docker-AWS-CI-CD-Pipeline An end-to-end predictive maintenance application using machine learning to...	32	Emerging	mlops-workflow-orchestration	35	Python
423	aishwaryaprabhat/BigBertha BigBertha is an architecture design that demonstrates how automated LLMOps...	32	Emerging	llm-evaluation-platforms	28	Python
424	brandonhimpfen/awesome-mlops A curated list of tools, frameworks, platforms, and resources for Machine...	31	Emerging	mlops-end-to-end	3	Python
425	eora-ai/inferoxy Service for quick deploying and using dockerized Computer Vision models	31	Emerging	model-inference-serving	95	Python
426	aporia-ai/inferencedb 🚀 Stream inferences of real-time ML models in production to any data lake...	31	Emerging	model-inference-serving	81	Python
427	lambdazy/lzy Platform for a hybrid execution of ML workflows that transparently...	31	Emerging	kubernetes-ml-deployment	72	Java
428	joshuatochinwachi/Solana-Game-Signals-and-Predictive-Modelling Next-generation analytics & ML-powered churn prediction for Solana gaming....	31	Emerging	customer-churn-prediction	10	TypeScript
429	anveshmuppeda/aws AWS Hands-On Labs Repository	31	Emerging	aws-bedrock-applications	14	Python
430	AICoE/thanos-openshift Thanos on OpenShift	31	Emerging	kubernetes-ml-deployment	11	—
431	Roulbac/pulumi-eks-ml An infrastructure library for building scalable Machine Learning platforms on AWS.	31	Emerging	kubernetes-ml-deployment	10	Python
432	pathway-labs/azure-openai-real-time-data-app Real-time data pipeline for AI apps in Azure	31	Emerging	ai-tools-directories	26	Bicep
433	MSUSAzureAccelerators/Intelligent-Supply-Chain-Management The Supply Chain Management Accelerator leverages deep learning forecasts,...	31	Emerging	inventory-management-systems	17	Jupyter Notebook
434	aws-samples/aws-copilot-cli-streamlit Rapidly deploy a Machine Learning ML service on Amazon Web Services (AWS)...	31	Emerging	ml-api-deployment	10	Python
435	aws-samples/sm-data-wrangler-mlops-workflows Integrate SageMaker Data Wrangler into your MLOps workflows with Amazon...	31	Emerging	sagemaker-ml-platforms	18	Jupyter Notebook
436	MontOpsInc/nabled nabled aims to be Rust's goto library for Linear Algebra & ML: performant,...	31	Emerging	ml-platform-builder	9	Rust
437	mlcommons/ck-mlops A collection of portable workflows, automation recipes and components for...	31	Emerging	mlops-workflow-orchestration	19	Python
438	ivangabriele/docker-cuda-desktop Ubuntu PyTorch CUDA Docker image with KDE Plasma Desktop & VNC. Ideal for...	30	Emerging	llm-docker-deployments	17	Dockerfile
439	Azure/mlops-starter-sklearn Azure Machine Learning と GitHub を利用した MLOps のサンプルコード	30	Emerging	mlops-workflow-orchestration	12	Python
440	willyfh/mlops-workflow An MLOps workflow for training, inference, experiment tracking, model...	30	Emerging	mlops-workflow-orchestration	16	Python
441	Herenn/Infralens InfraLens is a next-generation observability tool that uses eBPF to...	30	Emerging	llm-observability-monitoring	14	Go
442	awesome-mlops/awesome-mlops-kubernetes A curated list of awesome open source tools and commercial products that...	30	Emerging	mlops-framework-directories	20	—
443	AICoE/openshift_kubeflow_workshop Kubeflow on OpenShift	30	Emerging	kubernetes-ml-deployment	14	Python
444	aws-samples/amazon-sagemaker-pipeline-deploy-manage-100x-models-python-cdk This GitHub repository showcases the implementation of a comprehensive...	30	Emerging	sagemaker-ml-platforms	9	Python
445	clay-good/mantissa-log Mantissa Log is an open-source and cost-transparent engine that uses a...	30	Emerging	hackathon-nlp-solutions	12	Python
446	arv-anshul/yt-watch-history Analyse your YouTube watch history using Data Science, ML and NLP.	30	Emerging	youtube-comment-analysis	14	Python
447	IMsumitkumar/No-code-ML-platform-DashB.ai A no code machine learning pipelines and data visualization platform \|...	30	Emerging	ml-model-serving	19	JavaScript
448	botanu-ai/botanu-sdk-python SDK to track cost-per-outcome for AI workflows	30	Emerging	llm-evaluation-platforms	15	Python
449	hamedonline/ml-workflow A hands-on case study for demonstrating the stages involved in a machine...	30	Emerging	mlops-workflow-orchestration	38	Jupyter Notebook
450	DGAC/Acropole This repository contains the Acropole model for aircraft fuel flow...	30	Emerging	flight-delay-prediction	24	Python
451	dyneth02/Air-Quality-Trends-Analysis-Project Full-stack air quality analytics platform built with FastAPI, React, and...	29	Experimental	agentic-ai-frameworks	21	JavaScript
452	heyfey/vodascheduler GPU scheduler for elastic/distributed deep learning workloads in Kubernetes...	29	Experimental	kubernetes-ml-deployment	34	Go
453	perlogix/dama a simplified machine learning container platform that helps teams get...	29	Experimental	kubernetes-ml-deployment	77	Go
454	nantu-io/ntcore Deploy and Monitor ML Model in Any Cloud	29	Experimental	mlops-workflow-orchestration	39	Python
455	ashish-kamboj/mlops Repository contains the detail about ML model deployment and building...	29	Experimental	mlops-end-to-end	2	Jupyter Notebook
456	mlops-ai/mlops Open-source tool for tracking & monitoring machine learning models.	29	Experimental	mlops-workflow-orchestration	23	TypeScript
457	biocore/qadabra Snakemake workflow for comparison of differential abundance ranks	29	Experimental	dna-sequence-ml	13	Python
458	Abhi0323/End-to-End-Employee-Churn-Prediction-with-Azure-Databricks Developed an end-to-end machine learning solution for predicting employee...	29	Experimental	customer-churn-prediction	9	Jupyter Notebook
459	aws-samples/amazon-sagemaker-mlops-byoc-using-codepipeline-aws-cdk Sample solution to build a deployment pipeline for Amazon SageMaker.	29	Experimental	sagemaker-ml-platforms	13	TypeScript
460	combinator-ml/combinator Combinator.ml's central repo, documentation and website	29	Experimental	kubernetes-ml-deployment	30	Makefile
461	GSA/coe-industry-day Information on the Phase II Industry Day for the Centers of Excellence at USDA.	29	Experimental	government-procurement-docs	13	—
462	ollama-cloud/get-started Ollama Cloud is a Highly Scalable Cloud-native Stack for Ollama	28	Experimental	local-llm-deployment	159	—
463	Rusheel86/preflight Pre-flight checks for PyTorch pipelines. Catch silent failures before they...	28	Experimental	ml-platform-builder	18	Python
464	wirthal1990-tech/USDA-Phytochemical-Database-JSON 76,907 phytochemical records enriched with PubMed, ClinicalTrials.gov,...	28	Experimental	mlops-end-to-end	2	Jupyter Notebook
465	lenaxia/k8s-mechanic A K8s controller that watches your cluster for failures and opens pull...	28	Experimental	kubernetes-ai-dashboards	16	Go
466	DarkStarStrix/Auto_Api My personal ML infrastructure	28	Experimental	ml-api-deployment	13	Python
467	modzy/sdk-javascript The official JavaScript SDK for the Modzy Machine Learning Operations...	28	Experimental	javascript-ml-libraries	16	TypeScript
468	PapiHack/gai-demo Demo project of my talk for Galsen AI Dakar community on How to Deploy &...	28	Experimental	kubernetes-ml-deployment	10	Python
469	techednelson/aiops-nexus AIOps Nexus is an open-source intelligent operations platform that uses AI...	28	Experimental	agent-orchestration-platforms	9	Python
470	jaumpedro214/ml-streming-kafka-cdc Deploying a Machine Learning model streaming application with Apache Kafka	28	Experimental	spark-hadoop-ml-pipelines	11	Python
471	rtuszik/replicate-flux-lora WebUI for running Flux LoRAs using the Replicate API.	28	Experimental	flux-model-tools	9	Python
472	ccheshirecat/volant Modular orchestration engine for microvms	28	Experimental	kubernetes-ml-deployment	39	C
473	aws-samples/reinvent2021-aim408-high-performance-cost-effective-model-deployment-amazon-sagemaker This repo contains demo code for reInvent2021 session AIM408 Achieve high...	28	Experimental	sagemaker-ml-platforms	10	Jupyter Notebook
474	dsrathore1/AirCast An end-to-end MLOps platform that forecasts air pollution levels across...	28	Experimental	mlops-end-to-end	2	—
475	Ricardouchub/Proyecto-mlops-automl-reddit CI/CD Pipeline de MLOps diseñado para ser completamente autónomo extrayendo...	28	Experimental	mlops-end-to-end	2	Python
476	egdaemon/eg The only developer focused ci/cd platform.	27	Experimental	kubernetes-ml-deployment	11	Go
477	sparkorbit/sparkorbit AI orbit monitor — papers, models, benchmarks, company news in one...	27	Experimental	legal-document-analysis	14	Python
478	masatakashiwagi/mlops-practices This repository is a collection of MLOps case studies.	27	Experimental	mlops-workflow-orchestration	36	SCSS
479	AyehBlk/RAPTOR RNA-seq Analysis Pipeline Testing and Optimization Resource - Intelligent...	27	Experimental	dna-sequence-ml	13	Python
480	haythemtellili/amazon-sagemaker-cicd CI/CD pipeline with Amazon SageMaker and Github actions	27	Experimental	sagemaker-ml-platforms	24	Python
481	anastasiia-p/fastapi-ml ML web service on FastAPI	26	Experimental	ml-api-deployment	28	Python
482	Chandru-21/MLOps_Project An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning,...	26	Experimental	mlops-workflow-orchestration	28	Python
483	tracebloc/client Deployable tracebloc client for running model training pipelines	26	Experimental	mlops-end-to-end	8	Shell
484	Melanee-Melanee/Melanee-Deployments Deployed medical apps on streamlit	26	Experimental	multi-disease-risk-assessment	11	Python
485	ray-project/llms-in-prod-workshop-2023 Deploy and Scale LLM-based applications	26	Experimental	llm-inference-serving	26	Jupyter Notebook
486	alibaba/CloudEval-YAML ☁️ Benchmarking LLMs for Cloud Config Generation ｜云场景下的大模型基准测试	26	Experimental	domain-specific-benchmarks	39	Python
487	developers-cosmos/DeployMachineLearningModels This Repo Contains Deployment of Machine Learning Models on various cloud...	26	Experimental	ml-api-deployment	17	JavaScript
488	typedef-ai/fenic-examples A collection of example projects demonstrating the capabilities of Fenic	26	Experimental	agent-framework-patterns	14	Jupyter Notebook
489	InftyAI/Manta 💫 A lightweight p2p-based cache system for model distributions on...	26	Experimental	kv-cache-optimization	26	Go
490	TheDataEngineX/dex DataEngineX core framework — medallion pipelines, ML registry, RAG,...	26	Experimental	ml-platform-builder	5	Python
491	Ujstor/self-hosting-ai-models Guide to self-hosting AI models using Traefik on a home network, offering...	25	Experimental	multi-modal-ai-assistants	29	Makefile
492	mlops-guide/mlops-template 🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/	25	Experimental	ml-project-templates	28	Python
493	UPwith-me/Container-Maker The Ultimate Developer Experience Platform for the Container Era	25	Experimental	ml-development-environments	23	Go
494	dermatologist/kedro-multimodal Template for multi-modal machine learning in healthcare using Kedro. Combine...	25	Experimental	mlops-workflow-orchestration	24	Python
495	aashishkumar-tech/mlproject End-to-end MLOps project for student performance prediction with Flask,...	25	Experimental	mlops-end-to-end	4	Python
496	microsoft/private-benchmarking A platform that enables users to perform private benchmarking of machine...	25	Experimental	domain-specific-benchmarks	12	Python
497	TheDataEngineX/dex-studio Desktop control plane for the DataEngineX platform — built with NiceGUI,...	25	Experimental	ml-platform-builder	3	Python
498	ChildishGirl/sa-portfolio A Solutions architect portfolio which includes real-world AWS case studies....	25	Experimental	mlops-end-to-end	20	HTML
499	Oxid15/cascade Lightweight and modular MLOps library targeted at small teams or individuals	25	Experimental	mlops-workflow-orchestration	21	Python
500	dayyass/ml-as-service Convert ML Models to Flask + Gunicorn + Docker Service.	25	Experimental	ml-api-deployment	12	Python

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