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The Top 17 Deep Learning Model Deployment Open Source Projects

Open source projects categorized as Deep Learning Model Deployment
Categories > Machine Learning > Deep Learning
Categories > Model Deployment
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119most recent commit 25 days 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
Service Streamer ⭐ 860
Boosting your Web Services of Deep Learning Applications.
most recent commit 3 years ago
Pinferencia ⭐ 473
Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
total releases 15most 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
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
Fastdeploy ⭐ 90
Deploy DL/ ML inference pipelines with minimal extra code.
total releases 56most recent commit 5 months ago
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
Geti Sdk ⭐ 55
Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.
total releases 11most recent commit 3 months ago
Tungstenkit ⭐ 19
ML container made simple
most recent commit 4 months ago
Awesome Ai On The Edge ⭐ 18
Resources of our survey paper "Enabling AI on Edges: Techniques, Applications and Challenges"
most recent commit 9 months ago
Model_deployment ⭐ 12
A collection of model deployment library and technique.
most recent commit 4 years ago
Books ⭐ 10
This repository contains code and bonus content which will be added from time to time for the books "Learning Generative Adversarial Network- GAN" and "R Data Analysis Cookbook - 2nd Edition" by Packt
most recent commit 2 years ago
Soil Type Classification ⭐ 6
https://soilnet.herokuapp.com/ Created a Soil Classification model using Deep Learning which also suggests Crops in 6 different languages and deployed on Heroku. Soil Classification is one of the most important topics, for Farmers and Agriculture Researchers.
most recent commit 3 years ago
Opsml ⭐ 5
Python MLOPs quality control tooling for your production ML workflows
most recent commit 3 months ago
The 4 Most Depended On Deep 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 25 days 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
The 8 Latest Releases In Deep 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 25 days agopypi bentoml} Downloads
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
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