Free MLOps course from DataTalks.Club
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Sep 9, 2024 - Jupyter Notebook
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model-deployment
Here are 346 public repositories matching this topic...
Simple and Distributed Machine Learning
microsoft http opencv data-science machine-learning scala big-data ai spark apache-spark deep-learning azure ml pyspark lightgbm cognitive-services databricks synapse model-deployment onnx
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Dec 2, 2024 - Scala
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
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Dec 28, 2024 - Python
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
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Dec 16, 2024 - Python
Boosting your Web Services of Deep Learning Applications.
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May 13, 2021 - Python
TensorRT-YOLO: A high-performance, easy-to-use YOLO deployment toolkit for NVIDIA, powered by TensorRT plugins and CUDA Graph, supporting C++ and Python.
yolo classification segmentation object-detection pose-estimation jetson tensorrt model-deployment yolov3 yolov5 pp-yolo ultralytics yolov6 yolov7 yolov8 tensorrt-plugins yolov9 yolov10 tensorrt10 yolo11
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Dec 26, 2024 - C++
Model Deployment at Scale on Kubernetes 🦄️
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May 8, 2024 - TypeScript
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
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Dec 28, 2024 - C++
Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
python nlp data-science machine-learning ai computer-vision deep-learning tensorflow transformers inference pytorch artificial-intelligence inference-server predict paddlepaddle model-deployment model-serving serving huggingface modelserver
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Feb 14, 2023 - Python
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
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Sep 24, 2024 - Jupyter Notebook
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
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Jul 2, 2024 - Python
Starter app for fastai v3 model deployment on Render
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Feb 14, 2023 - Python
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
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Sep 20, 2022 - Python
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
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Feb 25, 2024 - Python
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
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Apr 21, 2024 - Go
🤖 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
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Sep 21, 2023 - Python
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
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Sep 13, 2022 - Python
Serving PyTorch models with TorchServe 🔥
machine-learning pytorch image-classification model-deployment model-serving pytorch-cnn mlops torchserve serve-pytorch
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Mar 7, 2023 - Jupyter Notebook
Deploy DL/ ML inference pipelines with minimal extra code.
python docker deep-learning websocket gunicorn pytorch falcon http-server triton gevent inference-server tensorflow-serving streaming-audio model-deployment model-serving serving tf-serving torchserve triton-inference-server triton-server
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Nov 20, 2024 - Python
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
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Aug 14, 2024 - Jupyter Notebook
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