model-deployment · GitHub Topics

DataTalksClub / mlops-zoomcamp

#计算机科学#Free MLOps course from DataTalks.Club

机器学习 mlops model-deployment model-monitoring workflow-orchestration

Jupyter Notebook 11.56 k

1 个月前

microsoft / SynapseML

#计算机科学#Simple and Distributed Machine Learning

Apache Spark pyspark Azure Scala Microsoft 机器学习 databricks cognitive-services lightgbm HTTP model-deployment 深度学习人工智能数据科学 synapse big-data onnx OpenCV

Scala 5.11 k

6 天前

truefoundry / cognita

#大语言模型#RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

人工智能深度学习 generative-ai llmops 机器学习 mlops model-deployment Python rag retrieval-augmented-generation TypeScript agent application data fine-tuning 框架大语言模型 llm-ops

Python 3.89 k

20 天前

FedML-AI / FedML

#计算机科学#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 a...

federated-learning 深度学习 distributed-training edge-ai 机器学习 on-device-training inference-engine mlops model-deployment model-serving ai-agent

Python 3.8 k

10 天前

ShannonAI / service-streamer

#计算机科学#Boosting your Web Services of Deep Learning Applications.

深度学习 Web PyTorch model-deployment Tensorflow bert

Python 1.24 k

4 年前

laugh12321 / TensorRT-YOLO

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

tensorrt yolov5 yolov8 ultralytics classification jetson model-deployment object-detection pose-estimation segmentation yolo yolo11 yolov10 yolov3 yolov6 yolov7 yolov9 pp-yolo

C++ 1.03 k

4 天前

bentoml / Yatai

#计算机科学#Model Deployment at Scale on Kubernetes 🦄️

bentoml Kubernetes mlops model-deployment model-serving 机器学习

TypeScript 797

10 个月前

nndeploy / nndeploy

nndeploy is an end-to-end model inference and deployment framework. It aims to provide users with a powerful, easy-to-use, high-performance, and mainstream framework compatible model inference and dep...

ascend easy-to-use hpc mnn model-deployment openvino parallel tensorrt yolo

C++ 708

6 天前

underneathall / pinferencia

#自然语言处理#Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

人工智能 inference-server predict inference 深度学习机器学习 Python serving model-deployment huggingface PyTorch Tensorflow transformers 数据科学 model-serving 机器视觉自然语言处理 paddlepaddle

Python 558

2 年前

featurestoreorg / serverless-ml-course

#计算机科学#Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

mlops Serverless course feature-engineering feature-store 机器学习 model-deployment

Jupyter Notebook 556

6 个月前

aniketmaurya / chitra

#计算机科学#A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

翻译 - 用于全栈深度学习的多功能库。简化模型构建、API 开发和模型部署。

Tensorflow 图像处理 object-detection 深度学习 image-dataset 可视化 gradcam model-interpretation model-visualization image-classification bounding-boxes model-deployment mlops model-serving Python 机器学习 FastAPI Hacktoberfest PyTorch

Python 226

2 个月前

GetSoloTech / solo-server

#大语言模型#Platform for Hardware Aware Inference

人工智能机器视觉深度学习 edge-ai inference 大语言模型 llmops 机器学习 mlops model-deployment Python

Python 225

3 天前

render-examples / fastai-v3

#计算机科学#Starter app for fastai v3 model deployment on Render

翻译 - 用于在渲染器上部署Fastai v3模型的入门应用程序

fastai render 机器学习 model-deployment

Python 217

2 年前

Michael-OvO / Yolov7-Flask

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

yolov7 Flask model-deployment inference-api object-detection PyTorch pretrained-weights Python

Python 208

2 年前

bentoml / bentoctl

Fast model deployment on any cloud 🚀

model-deployment mlops Google 云 Azure Amazon Web Services Serverless heroku-deployment aws-lambda

Python 175

1 年前

raptor-ml / raptor

#计算机科学#Transform your pythonic research to an artifact that engineers can deploy easily.

ai-infra 数据科学 feature-engineering feature-extraction Kubernetes 机器学习 production kubeflow mlops data-engineering DataOps featurestore model-deployment

Go 151

1 年前

jim-schwoebel / allie

#数据仓库#🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

机器学习深度学习 machine-learning-api automl data-augmentation data-cleaning 数据集 ludwig model-compression model-deployment 数据可视化 data-transformation

Python 141

1 年前

bentoml / gallery

#计算机科学#BentoML Example Projects 🎨

机器学习 model-serving model-management model-deployment aws-sagemaker Serverless aws-lambda gcp-cloud-functions azure-machine-learning 数据科学 machine-learning-workflow gallery bentoml

Python 138

2 个月前

alvarobartt / serving-pytorch-models

#计算机科学#Serving PyTorch models with TorchServe 🔥

PyTorch model-serving pytorch-cnn model-deployment 机器学习 mlops image-classification

Jupyter Notebook 101

2 年前

Project-MONAI / monai-deploy-app-sdk

#计算机科学#MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

monai healthcare Medical imaging 图像处理 dicom deploy workflow pipeline 人工智能机器学习深度学习 model-deployment model-serving mlops ml-platform ml-infrastructure Python PyTorch

Jupyter Notebook 100

16 天前