All MLOps Tools

599 tools ranked by quality score · Page 6 of 6

Showing 501–599 of 599

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#	Tool	Score	Tier	Category	Stars	Language
501	redis-applied-ai/redis-model-store AI/ML model versioning and storage engine backed by Redis.	25	Experimental	ml-experiment-tracking	10	Python
502	Gervi-Hera-Vitr/sindri-labs AI Learning Trails published by Héra Munchkins of the Gervi Héra Vitr Organization.	25	Experimental	mlops-end-to-end	3	Jupyter Notebook
503	muhds5841/cookiecutter Cookiecutter Modular Project Template	25	Experimental	mlops-end-to-end	3	Python
504	JackTheGit/hermes-ai-infrastructure-monitoring-toolkit Autonomous AI infrastructure monitoring using Hermes Agent. Cron-based...	25	Experimental	mlops-end-to-end	4	—
505	blake-hamm/kube-ai-stack A helm chart to enable the latest AI/ML open source tools in kubernetes.	25	Experimental	mlops-end-to-end	4	Go Template
506	OscarAraque/k3s-docker-gpu K3s Docker GPU project for GPU-accelerated Python workloads in containers....	25	Experimental	mlops-end-to-end	4	Python
507	kennethleungty/Anomaly-Detection-Pipeline-Kedro Anomaly Detection Pipeline with Isolation Forest model and Kedro framework	25	Experimental	anomaly-detection-systems	25	Python
508	flyteorg/flytekit-python-template CookieCutter template for getting started with Flyte python projects	25	Experimental	ml-project-templates	21	Python
509	Chameleon-company/MOP The Melbourne Open Data Playground GitHub community page is a part of the...	25	Experimental	mlops-workflow-orchestration	17	Jupyter Notebook
510	jmeisele/ml-ops-kafka Kafka variant of the MLOps Level 1 stack	25	Experimental	spark-hadoop-ml-pipelines	27	Python
511	arec1b0/KubeSentiment Production-grade MLOps project for sentiment analysis featuring FastAPI,...	25	Experimental	mlops-end-to-end	3	Python
512	NicoloAlbanese/airflow-ml-pipeline-mvp Machine Learning pipeline MVP on Docker and Apache Airflow	24	Experimental	mlops-workflow-orchestration	15	Python
513	samvardhan03/FinopsAI AI-powered cloud cost optimization platform. Auto-detects waste, predicts...	24	Experimental	ml-drift-detection	10	Python
514	AmirhosseinHonardoust/KPI-Trap-Lab A hands-on lab showing how “improving” a single metric (AUC/accuracy/F1) can...	24	Experimental	ml-drift-detection	10	—
515	Unicorn-Commander/Ops-Center-OSS Ops-Center — The AI Infrastructure Command Center. Manage users, billing,...	24	Experimental	llm-observability-monitoring	11	HTML
516	telekom/HPOflow Tools for Optuna, MLflow and the integration of both.	24	Experimental	transformer-training-optimization	17	Python
517	gabe565/docker-obico Pre-built Docker images for Obico server	24	Experimental	ml-development-environments	29	—
518	HydraStream/HydraStream Concurrent HTTP downloader with in-memory stream reordering (httpx + uvloop).	24	Experimental	ml-platform-builder	2	Python
519	pro-grammer-SD/sciwizard 🧙‍♂️ A professional machine learning GUI for scientists, developers &...	24	Experimental	ml-platform-builder	2	Python
520	arnabdeypolimi/video_ai_telemetry OpenTelemetry observability for real-time AI video pipelines	24	Experimental	ml-platform-builder	2	Python
521	ashishpatel26/MLOps-Engineering-in-Action Reference code base for ML Engineering in Action, Manning Publications...	24	Experimental	mlops-workflow-orchestration	20	Jupyter Notebook
522	github/mlops Use GitHub to facilitate automation, collaboration and reproducibility in...	24	Experimental	mlops-workflow-orchestration	27	JavaScript
523	mtpatter/mlflow-tutorial Fully reproducible, Dockerized, step-by-step, tutorial on training and...	24	Experimental	mlops-workflow-orchestration	20	Python
524	jerife/MLOps-on-kubernetes MLOps Implementing "Brain Computer Interface" on Kubernetes	24	Experimental	mlops-workflow-orchestration	16	Python
525	albincorreya/ml-training-airflow-mlflow-example An example of setting up local audio ML training pipeline on Airflow with...	24	Experimental	mlops-workflow-orchestration	24	Python
526	kjd-dktech/forestwatch-tg End-to-end AI system for land cover classification and deforestation...	24	Experimental	mlops-end-to-end	2	Jupyter Notebook
527	DuqueOM/ML-MLOps-Portfolio Production-grade MLOps platform: 3 end-to-end ML projects with CI/CD,...	24	Experimental	mlops-end-to-end	2	Python
528	general-intelligence-systems/openkrill Cloud-native agent psychosis in full swing.	24	Experimental	mlops-end-to-end	2	Nix
529	Th3-Watcher/Amber Immutable checkpoint storage for ML training pipelines. Kernel-level...	24	Experimental	mlops-end-to-end	2	Rust
530	hanzoai/console Unified LLM dev environment — debug, fine-tune, monitor	24	Experimental	mlops-end-to-end	2	TypeScript
531	jellewillekes/ml-lifecycle-platform End-to-end ML lifecycle platform with reproducible training, policy-based...	24	Experimental	mlops-end-to-end	2	Python
532	edumgt/Python-ML-DL-Serving-Class Python ML Class	24	Experimental	mlops-end-to-end	2	Python
533	dwhitena/schedule Schedule for talks, workshops, etc. w/ links to past talk slides and videos.	24	Experimental	ml-frameworks-project-collections	26	Jupyter Notebook
534	Blacksujit/ArogyaKrishi ArogyaKrishi MVP is an innovative web application crafted to empower farmers...	24	Experimental	ml-api-deployment	18	Jupyter Notebook
535	ashishpatel26/Kubeflow-installation-on-windows-10 Kubeflow installation on windows 10/11	24	Experimental	kubernetes-ml-deployment	17	—
536	ArdentMC/ai-streamliner The AI Streamliner Project	24	Experimental	kubernetes-ml-deployment	24	Batchfile
537	hariohmprasath/k8s-ai AI-Powered Kubernetes Management System: A platform combining natural...	24	Experimental	kubernetes-container-orchestration	14	Kotlin
538	Thomas-George-T/Ecommerce-Data-MLOps End-to-End deployment of E-commerce customers segmentation using Clustering...	24	Experimental	customer-segmentation-clustering	20	Python
539	Stefen-Taime/car-price-predictor Predicting Car Prices with FastAPI, Streamlit, MLflow, Kafka, and Debezium:...	24	Experimental	car-price-prediction	23	Python
540	patcha-ranat/Ecommerce-Invoice-End-to-end End-to-end Data Project (DA/DS/DE/MLOps) - retail/e-commerce - interpretable...	23	Experimental	ecommerce-customer-analytics	15	Jupyter Notebook
541	davestroud/llmops_langchain LLMOps framework using LangChain, Pinecone and Kubeflow	23	Experimental	langchain-application-development	22	Jupyter Notebook
542	siftly-ai/airdot-deployer Tool to take your ML model from local to production with one-line of code.	23	Experimental	mlops-workflow-orchestration	25	Python
543	santiagxf/mlflow-deployments Source code for the post Effortless deployments with MLFlow, showcasing how...	23	Experimental	mlops-workflow-orchestration	16	Jupyter Notebook
544	ksm26/LLMOps In this course navigates through the LLMOps pipeline, enabling you to...	23	Experimental	llm-frameworks-libraries	14	Jupyter Notebook
545	dimikara/Survival-Prediction-of-Patients-with-Heart-Failure Training two models, one with with AutoML & one with HyperDrive, compare,...	23	Experimental	heart-disease-prediction	16	Jupyter Notebook
546	meln5674/mlflow-oidc-proxy Single Sign-on, RBAC, and Multi tenancy for MLFlow	23	Experimental	mlops-workflow-orchestration	10	Go
547	shriaithal/Cloudbread Food Waste Management with Predictive Analysis to Restuarants	23	Experimental	recipe-recommendation-systems	17	Java
548	banzuzi-carioni/cross-border-electricity-flow-prediction Serverless ML system to predict the direction and volume of electricity...	23	Experimental	energy-sector-forecasting	11	Python
549	NumexaHQ/frugal ⚡️ Transform AI/ML operations: Transparency, Control and Cost Optimization. ⚡️	22	Experimental	llm-orchestration-platforms	23	JavaScript
550	totalhack/zillion-web Zillion Web: A Demo UI and Web API for Zillion	22	Experimental	text-visualization-graphs	15	Vue
551	akhil888binoy/Intelligent-Supplychain-Management-System Blockchain-powered supply chain management system with ML-driven sales...	22	Experimental	inventory-management-systems	20	JavaScript
552	JesuFemi-O/Cruise Easily Deploy your Tensorflow models to Heroku with just the click of a button!	22	Experimental	ml-api-deployment	9	Shell
553	VishalKumar-S/Sales_Conversion_Optimization_MLOps_Project Sales Conversion Optimization MLOps: Boost revenue with AI-powered insights....	22	Experimental	mlops-workflow-orchestration	21	HTML
554	MLAide/MLAide Hi, we are ML Aide, and our purpose is making machine learning model...	22	Experimental	ml-model-serving	9	TypeScript
555	ethanluoyc/lxm3 LXM3: XManager launch backend for HPC clusters	22	Experimental	distributed-training-frameworks	10	Python
556	AmirhosseinHonardoust/Forecast-Factory Forecast factory is an interactive AI-powered forecasting and simulation...	21	Experimental	demand-forecasting-systems	23	Python
557	paultongyoo/churn-model-evaluation-platform End-to-end platform for training, deploying, and monitoring a churn...	21	Experimental	customer-churn-prediction	10	Jupyter Notebook
558	Nerdward/Mlops_project An end to end ML project. Using MLflow for experiment tracking and model...	21	Experimental	mlops-workflow-orchestration	12	Jupyter Notebook
559	ggeop/ML-Project-Template This project contains a blueprint of a production ML structure. Also can...	21	Experimental	mlops-workflow-orchestration	10	—
560	Jithsaavvy/Sentiment-analysis-from-MLOps-paradigm This project promulgates an automated end-to-end ML pipeline that trains a...	21	Experimental	sentiment-analysis-classification	15	Python
561	AmirhosseinHonardoust/ML-Playground-Autodetect A Streamlit-powered machine learning playground that automatically detects...	21	Experimental	streamlit-ml-dashboards	22	Python
562	modzy/sdk-java The official Java library for the Modzy Machine Learning Operations (MLOps) Platform	21	Experimental	java-ml-implementations	11	Java
563	ashishpatel26/MLFlow-End-to-End-Workshop-at-Chandigarh-University MLFlow End to End Workshop at Chandigarh University	21	Experimental	mlops-workflow-orchestration	11	HTML
564	hyper-ml/hyperML Frictionless Machine Learning on Kubernetes	20	Experimental	kubernetes-ml-deployment	15	Go
565	aws-samples/ml-lineage-helper A wrapper around SageMaker ML Lineage Tracking extending ML Lineage to...	20	Experimental	mlops-workflow-orchestration	16	Python
566	gasparian/ml-serving-template Serving large ml models independently and asynchronously via message queue...	20	Experimental	model-inference-serving	16	Python
567	JuliaAI/MLJFlow.jl Connecting MLJ and MLFlow	20	Experimental	julia-ml-frameworks	13	Julia
568	wilsonsilva/mistral A 1:1 Ruby port of the official Mistral Python client, with feature and API parity.	20	Experimental	huggingface-hub-clients	15	Ruby
569	AI-DarwinLabs/amd-mi300-ml-stack 🚀 Automated deployment stack for AMD MI300 GPUs with optimized ML/DL...	20	Experimental	platform-optimized-wheels	12	Shell
570	Sarvesh30112002/AgriTech A MERN Stack project with 2 backend server,Blockchain Marketplace,with...	20	Experimental	crop-yield-prediction	14	CSS
571	MatsMoll/ml-kickstarter A project to kickstart your ML development	19	Experimental	generative-ai-learning	31	Python
572	markjrieke/workboots Generate bootstrap :hiking_boot: prediction intervals from a tidymodels workflow!	19	Experimental	r-language-ml-education	21	R
573	SohamGovande/podplex 🦾💻🌐 distributed training & serverless inference at scale on RunPod	19	Experimental	llm-inference-serving	19	Jupyter Notebook
574	louis030195/mineflayer-k8s A generalist Mineflayer bot runnable on Kubernetes	19	Experimental	minecraft-ai-agents	9	JavaScript
575	Ezzaldin97/Batch-Serving-ML-Pipeline create a robust, simple, effecient, and modern end to end ML Batch Serving...	19	Experimental	mlops-workflow-orchestration	10	Python
576	cmigpereira/mlops-zoomcamp-project Repo for my MLOps Zoomcamp project	19	Experimental	mlops-zoomcamp-cohorts	10	Python
577	kannanjayachandran/churn-compass A production-grade end-to-end ML system for predicting customer churn in...	18	Experimental	mlops-end-to-end	7	Jupyter Notebook
578	NembotJules/Cameroon-Air-Quality-Prediction End to End Mlops System to predict the air quality in Cameroon. Everything...	18	Experimental	air-quality-forecasting	11	Jupyter Notebook
579	aayostem/drift-sentinel ⚙️ Production AWS/GCP/EKS infrastructure platform — Terraform, Kubernetes,...	18	Experimental	mlops-end-to-end	5	Python
580	mirzayasirabdullahbaig07/Job-Placement-Prediction-ML-model An AI-powered interactive web application built with Streamlit that predicts...	18	Experimental	ai-job-application-automation	14	Jupyter Notebook
581	FairozAhmadSheikh/MLOps_bootcamp MLOps_Complete_Bootcamp	17	Experimental	mlops-end-to-end	3	Jupyter Notebook
582	yvnnhong/beaver-watershed-pipeline Weekly-automated AWS data engineering pipeline that spatially joins GBIF...	17	Experimental	ml-platform-builder	4	Python
583	OLAMIDE100/Capstone-Project-Mlops-ZoomCamp This is a capstone project associated with MLOps Zoomcamp. The end goal of...	17	Experimental	mlops-zoomcamp-cohorts	13	Python
584	iamGodofall/quickbench 🏃 Sovereign Agent Evaluation Framework - Zero cloud dependencies....	17	Experimental	mlops-end-to-end	3	TypeScript
585	T-Sunm/fswe-sales-forecasting End-to-end sales forecasting and XAI pipeline for weather-sensitive retail...	17	Experimental	mlops-end-to-end	3	Jupyter Notebook
586	JoseGarciaMayen/HeartWaveML End-to-end MLOps pipeline for automated ECG heartbeat classification with...	16	Experimental	ecg-arrhythmia-diagnosis	9	Python
587	vinodbavage31/ITSM-dataset-ML End-to-end ML pipeline built on a 45K-record ITSM dataset to automate...	16	Experimental	support-ticket-automation	9	Jupyter Notebook
588	edumgt/Python-ML-Class Python ML Class	16	Experimental	mlops-end-to-end	2	Python
589	trinabh12/Pediatric-Appendicitis-Prediction-and-Diagnosis-using-Machine-Learning An end-to-end MLOps and data engineering pipeline for predicting pediatric...	16	Experimental	mlops-end-to-end	2	Jupyter Notebook
590	myelintek/primehub-controller 🎮 PrimeHub Controller	16	Experimental	kubernetes-ml-deployment	11	Go
591	nicolaswilches/spain-energy-risk-index Prediction and risk evaluation system for Spain's energy grid	16	Experimental	mlops-end-to-end	2	Python
592	ZyloO-ai/Lora-Train-Manager This application aims to simplify the process of managing LoRAs and datasets	16	Experimental	lora-training-tools	28	Visual Basic .NET
593	0xUnkn0wn4M1R/data_engineering_banking_project 🏦 Build a complete data engineering workflow for a banking system,...	16	Experimental	mlops-end-to-end	2	Python
594	mazzasaverio/terraform-gcp-cloud-run Terraform code to instantiate a Cloud Run V2 connected to a Postgres Cloud...	15	Experimental	aws-bedrock-rag-implementations	25	HCL
595	abrazinskas/machine-learning-data-pipeline Pipeline module for parallel real-time data processing for machine learning...	15	Experimental	web-scraping-nlp-pipelines	22	—
596	npogeant/flight-delay A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit...	15	Experimental	flight-delay-prediction	28	Jupyter Notebook
597	datarmada/minotor Open source software for machine learning production monitoring : maintain...	15	Experimental	ml-drift-detection	21	JavaScript
598	nsakki55/prefect-ml-workflow Example of how to build machine learning training workflow on AWS by Prefect	12	Experimental	mlops-workflow-orchestration	12	Python
599	koushikvikram/anomaly-detection-platform 🔥🔥🔥🔥🧊🔥🔥 A Data Platform for Monitoring and Detecting Anomalies in Real-Time.	12	Experimental	anomaly-detection-systems	19	Jupyter Notebook

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