Ml Api Deployment MLOps Tools

There are 17 ml api deployment tools tracked. 2 score above 70 (verified tier). The highest-rated is combust/mleap at 83/100 with 1,536 stars and 2,263,982 monthly downloads. 1 of the top 10 are actively maintained.

Get all 17 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	combust/mleap MLeap: Deploy ML Pipelines to Production	83	Verified	1,536	Scala
2	ml-tooling/opyrator 🪄 Turns your machine learning code into microservices with web API,...	71	Verified	3,138	Python
3	SocAIty/APIPod Create web-APIs for long-running tasks. Job based task handling. Get the...	49	Emerging	26	Python
4	ebhy/budgetml Deploy a ML inference service on a budget in less than 10 lines of code.	46	Emerging	1,345	Python
5	jpmorganchase/inference-server Deploy your AI/ML model to Amazon SageMaker for Real-Time Inference and...	46	Emerging	57	Python
6	tanujjain/deploy-ml-model Deploying a simple machine learning model to an AWS ec2 instance using flask...	41	Emerging	81	Jupyter Notebook
7	Nneji123/Serving-Machine-Learning-Models This repository contains instructions, template source code and examples on...	31	Emerging	54	CSS
8	aws-samples/aws-copilot-cli-streamlit Rapidly deploy a Machine Learning ML service on Amazon Web Services (AWS)...	31	Emerging	10	Python
9	tuvovan/ml_in_production A set of demo of deploying a Machine Learning Model in production using...	28	Experimental	61	Python
10	DarkStarStrix/Auto_Api My personal ML infrastructure	28	Experimental	13	Python
11	developers-cosmos/DeployMachineLearningModels This Repo Contains Deployment of Machine Learning Models on various cloud...	26	Experimental	17	JavaScript
12	HemanthJoseph/ML-Projects-with-Deployment An end-to-end Machine Learning project from writing a Jupyter notebook to...	26	Experimental	33	Python
13	anastasiia-p/fastapi-ml ML web service on FastAPI	26	Experimental	28	Python
14	anastasiia-p/airflow-ml Airflow Pipeline for Machine Learning	26	Experimental	42	Python
15	dayyass/ml-as-service Convert ML Models to Flask + Gunicorn + Docker Service.	25	Experimental	12	Python
16	Blacksujit/ArogyaKrishi ArogyaKrishi MVP is an innovative web application crafted to empower farmers...	24	Experimental	18	Jupyter Notebook
17	JesuFemi-O/Cruise Easily Deploy your Tensorflow models to Heroku with just the click of a button!	22	Experimental	9	Shell

Comparisons in this category

opyrator and fastapi-ml (71 vs 26)