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model-deployment

Here are 336 public repositories matching this topic...

mlops-zoomcamp

DataTalksClub / mlops-zoomcamp

Free MLOps course from DataTalks.Club

machine-learning model-deployment mlops model-monitoring workflow-orchestration

Updated Sep 9, 2024
Jupyter Notebook

SynapseML

microsoft / SynapseML

Simple and Distributed Machine Learning

Updated Nov 19, 2024
Scala

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.

machine-learning deep-learning inference-engine model-deployment model-serving distributed-training federated-learning mlops edge-ai ai-agent on-device-training

Updated Nov 11, 2024
Python

cognita

truefoundry / cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

python agent application data machine-learning framework typescript ai deep-learning model-deployment fine-tuning rag mlops llm generative-ai llmops retrieval-augmented-generation llm-ops

Updated Nov 18, 2024
Python

ShannonAI / service-streamer

Boosting your Web Services of Deep Learning Applications.

web deep-learning tensorflow pytorch bert model-deployment

Updated May 13, 2021
Python

bentoml / Yatai

Model Deployment at Scale on Kubernetes 🦄️

kubernetes machine-learning k8s model-deployment model-serving mlops bentoml

Updated May 8, 2024
TypeScript

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。

hpc parallel yolo easy-to-use tensorrt mnn model-deployment openvino ascend rknn multi-inference out-of-box-model

Updated Nov 19, 2024
C++

underneathall / pinferencia

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Updated Feb 14, 2023
Python

featurestoreorg / serverless-ml-course

Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

machine-learning course serverless ml feature-engineering model-deployment mlops feature-store

Updated Sep 24, 2024
Jupyter Notebook

chitra

aniketmaurya / chitra

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

visualization python machine-learning deep-learning tensorflow image-processing pytorch image-classification image-dataset object-detection hacktoberfest bounding-boxes model-interpretation model-deployment model-serving model-visualization gradcam mlops fastapi

Updated Jul 2, 2024
Python

render-examples / fastai-v3

Starter app for fastai v3 model deployment on Render

machine-learning render fastai model-deployment

Updated Feb 14, 2023
Python

Michael-OvO / Yolov7-Flask

A Beautiful Flask Web API for Yolov7 (and custom) models

python flask pytorch object-detection flask-web pretrained-weights model-deployment torchhub inference-api yolov7

Updated Sep 20, 2022
Python

bentoml / bentoctl

Fast model deployment on any cloud 🚀

aws aws-lambda serverless azure gcp heroku-deployment azure-deployment model-deployment mlops aws-deployment mlops-workflow gcp-deployment

Updated Feb 25, 2024
Python

raptor-ml / raptor

Transform your pythonic research to an artifact that engineers can deploy easily.

kubernetes data-science machine-learning production ml data-engineering feature-extraction dataops feature-engineering raptor model-deployment kubeflow mlops ai-infra featurestore raptor-ml feature-platform reactive-ml

Updated Apr 21, 2024
Go

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.

machine-learning deep-learning data-transformation data-visualization machine-learning-library machine-learning-api datasets data-cleaning ludwig data-augmentation automl tpot machine-learning-models model-compression model-deployment autokeras voice-computing data-cleaning-pipeline autopytorch

Updated Sep 21, 2023
Python

bentoml / gallery

BentoML Example Projects 🎨

data-science machine-learning gallery aws-lambda serverless machine-learning-library model-management azure-machine-learning model-deployment model-serving machine-learning-workflow gcp-cloud-functions aws-sagemaker bentoml

Updated Sep 13, 2022
Python

serving-pytorch-models

alvarobartt / serving-pytorch-models

Serving PyTorch models with TorchServe 🔥

machine-learning pytorch image-classification model-deployment model-serving pytorch-cnn mlops torchserve serve-pytorch

Updated Mar 7, 2023
Jupyter Notebook

notAI-tech / fastDeploy

Deploy DL/ ML inference pipelines with minimal extra code.

Updated Nov 11, 2024
Python

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.

python workflow machine-learning ai deep-learning pipeline deploy image-processing ml dicom pytorch healthcare medical-imaging model-deployment model-serving ml-infrastructure mlops ml-platform monai

Updated Aug 14, 2024
Jupyter Notebook

NimbleBoxAI / nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

data-science machine-learning model-management model-deployment model-serving ml-infrastructure mlops ml-service model-monitoring ml-platform practical-mlops mlops-workflow mlops-pipeline mlops-tool mlops-automation

Updated Oct 2, 2023
Python

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