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The Top 23 Machine Learning Model Deployment Open Source Projects

Open source projects categorized as Machine Learning Model Deployment
Categories > Machine Learning > Machine Learning
Categories > Model Deployment
Mlops Zoomcamp ⭐ 8,173
Free MLOps course from DataTalks.Club
most recent commit 3 months ago
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119most recent commit a month agopypi bentoml} Downloads
Synapseml ⭐ 4,967
Simple and Distributed Machine Learning
dependent packages 6total releases 12most recent commit 12 days ago
Fedml ⭐ 3,946
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI
dependent packages 1total releases 342most recent commit 3 months agopypi fedml} Downloads
Forecasting ⭐ 2,540
Time Series Forecasting Best Practices & Examples
most recent commit a year ago
Yatai ⭐ 748
Model Deployment at Scale on Kubernetes 🦄️
total releases 125most recent commit 2 months ago
Pinferencia ⭐ 473
Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
total releases 15most recent commit a year ago
Serverless Ml Course ⭐ 296
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
most recent commit a year ago
Chitra ⭐ 219
A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
dependent packages 1total releases 38most recent commit 5 months agopypi chitra} Downloads
Fastai V3 ⭐ 205
Starter app for fastai v3 model deployment on Render
most recent commit 3 years ago
Raptor ⭐ 136
Transform your pythonic research to an artifact that engineers can deploy easily.
total releases 22most recent commit 7 months ago
Allie ⭐ 126
🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.
most recent commit 7 months ago
Gallery ⭐ 121
BentoML Example Projects 🎨
most recent commit 2 years ago
Fastdeploy ⭐ 90
Deploy DL/ ML inference pipelines with minimal extra code.
total releases 56most recent commit 5 months ago
Nbox ⭐ 84
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
dependent packages 1total releases 318most recent commit a year agopypi nbox} Downloads
Monai Deploy App Sdk ⭐ 74
MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.
total releases 14most recent commit 6 months ago
Forestflow ⭐ 68
ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.
most recent commit 4 months ago
Server ⭐ 58
A standalone inference server for trained Rubix ML estimators.
total releases 18most recent commit 8 months ago
Serving Pytorch Models ⭐ 43
Serving PyTorch models with TorchServe 🔥
most recent commit 3 years ago
Serving Tensorflow Models ⭐ 37
Serving TensorFlow models with TensorFlow Serving 📙
most recent commit 2 years ago
Mlserve ⭐ 23
mlserve turns your python models into RESTful API, serves web page with form generated to match your input data.
total releases 6most recent commit 4 years ago
Sdk Python ⭐ 23
Python library for Modzy Machine Learning Operations (MLOps) Platform
most recent commit 8 months ago
Bitbeast ⭐ 20
Experiments with Model Training, Deployment & Monitoring
most recent commit 4 months ago
The 5 Most Depended On Machine Learning Model Deployment Open Source Projects
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119latest release November 20, 2023most recent commit a month agopypi bentoml} Downloads
Synapseml ⭐ 4,967
Simple and Distributed Machine Learning
dependent packages 6total releases 12latest release November 27, 2023most recent commit 12 days ago
Chitra ⭐ 219
A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
dependent packages 1total releases 38latest release January 09, 2022most recent commit 5 months agopypi chitra} Downloads
Nbox ⭐ 84
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
dependent packages 1total releases 318latest release July 07, 2022most recent commit a year agopypi nbox} Downloads
The 10 Latest Releases In Machine Learning Model Deployment Open Source Projects
Fastdeploy ⭐ 90
Deploy DL/ ML inference pipelines with minimal extra code.
total releases 56latest release November 29, 2023most recent commit 5 months ago
Synapseml ⭐ 4,967
Simple and Distributed Machine Learning
dependent packages 6total releases 12latest release November 27, 2023most recent commit 12 days ago
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119latest release November 20, 2023most recent commit a month agopypi bentoml} Downloads
Cleanlab Studio ⭐ 16
Client interface for all things Cleanlab Studio
total releases 47latest release November 14, 2023most recent commit 3 months ago
Yatai ⭐ 748
Model Deployment at Scale on Kubernetes 🦄️
total releases 125latest release October 09, 2023most recent commit 2 months ago
Server ⭐ 58
A standalone inference server for trained Rubix ML estimators.
total releases 18latest release September 19, 2023most recent commit 8 months ago
Raptor ⭐ 136
Transform your pythonic research to an artifact that engineers can deploy easily.
total releases 22latest release February 15, 2023most recent commit 7 months ago
Nbox ⭐ 84
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
dependent packages 1total releases 318latest release July 07, 2022most recent commit a year agopypi nbox} Downloads
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
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Computer Vision
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