model-deployment
There are 289 repositories under model-deployment topic.
DataTalksClub/mlops-zoomcamp
Free MLOps course from DataTalks.Club
microsoft/SynapseML
Simple and Distributed Machine Learning
FedML-AI/FedML
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, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
truefoundry/cognita
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
ShannonAI/service-streamer
Boosting your Web Services of Deep Learning Applications.
bentoml/Yatai
Model Deployment at Scale on Kubernetes 🦄️
underneathall/pinferencia
Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
featurestoreorg/serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
nndeploy/nndeploy
nndeploy是一款模型端到端部署框架。以多端推理以及基于有向无环图模型部署为基础，致力为用户提供跨平台、简单易用、高性能的模型部署体验。
aniketmaurya/chitra
A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
render-examples/fastai-v3
Starter app for fastai v3 model deployment on Render
Michael-OvO/Yolov7-Flask
A Beautiful Flask Web API for Yolov7 (and custom) models
bentoml/bentoctl
Fast model deployment on any cloud 🚀
raptor-ml/raptor
Transform your pythonic research to an artifact that engineers can deploy easily.
jim-schwoebel/allie
🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.
bentoml/gallery
BentoML Example Projects 🎨
alvarobartt/serving-pytorch-models
Serving PyTorch models with TorchServe :fire:
notAI-tech/fastDeploy
Deploy DL/ ML inference pipelines with minimal extra code.
NimbleBoxAI/nbox
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
Project-MONAI/monai-deploy-app-sdk
MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.
Abhijit-2592/model-server
gRPC server for hosting ML models trained on any framework in python
balavenkatesh3322/model_deployment
A collection of model deployment library and technique.
ForestFlow/ForestFlow
ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.
elliebirbeck/model-deployment-flask
'Deploying machine learning models with a Flask API' tutorial, written for HyperionDev
openvinotoolkit/geti-sdk
Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.
RubixML/Server
A standalone inference server for trained Rubix ML estimators.
honghanhh/coursera-practical-data-science-specialization
Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)
bentoml/OCR-as-a-Service
Turn any OCR models into online inference API endpoint 🚀 🌖
alvarobartt/serving-tensorflow-models
Serving TensorFlow models with TensorFlow Serving :orange_book:
bentoml/transformers-nlp-service
Online Inference API for NLP Transformer models - summarization, text classification, sentiment analysis and more
wangxb96/Awesome-AI-on-the-Edge
Resources of our survey paper "Enabling AI on Edges: Techniques, Applications and Challenges"
data-umbrella/event-transcripts
transcripts from our recorded events
prabhuomkar/bitbeast
Experiments with Model Training, Deployment & Monitoring
AmadeusITGroup/cPMML
cPMML is C++ library for scoring machine learning models serialized with the Predictive Model Markup Language (PMML)
ml-libs/mlserve
mlserve turns your python models into RESTful API, serves web page with form generated to match your input data.
tungsten-ai/tungstenkit
ML container made simple