model-deployment

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Here are 213 public repositories matching this topic...

DataTalksClub / mlops-zoomcamp

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Free MLOps course from DataTalks.Club

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

Updated Jun 4, 2023
Jupyter Notebook

bentoml / BentoML

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Unified Model Serving Framework 🍱

kubernetes machine-learning microservices ai deep-learning inference-server model-management model-deployment model-serving ml-infrastructure mlops aws-sagemaker bentoml ml-platform generative-ai lmops llmops

Updated Jun 3, 2023
Python

microsoft / SynapseML

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Simple and Distributed Machine Learning

Updated Jun 3, 2023
Scala

microsoft / forecasting

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Time Series Forecasting Best Practices & Examples

python machine-learning r deep-learning time-series best-practices jupyter-notebook tidyverse artificial-intelligence forecasting lightgbm retail prophet hyperparameter-tuning demand-forecasting automl model-deployment azure-ml dilated-cnn

Updated Apr 30, 2023
Python

ShannonAI / service-streamer

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Boosting your Web Services of Deep Learning Applications.

web deep-learning tensorflow pytorch bert model-deployment

Updated May 13, 2021
Python

bentoml / Yatai

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Model Deployment at Scale on Kubernetes 🦄️

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

Updated May 25, 2023
TypeScript

underneathall / pinferencia

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

Updated Feb 14, 2023
Python

featurestoreorg / serverless-ml-course

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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 Mar 9, 2023
Jupyter Notebook

gradsflow / chitra

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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 Apr 22, 2023
Python

render-examples / fastai-v3

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Starter app for fastai v3 model deployment on Render

machine-learning render fastai model-deployment

Updated Feb 14, 2023
Python

Michael-OvO / Yolov7-Flask

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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

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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 May 5, 2023
Python

raptor-ml / raptor

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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 May 15, 2023
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bentoml / gallery

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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

jim-schwoebel / allie

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🤖 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 Mar 1, 2023
Python

alvarobartt / serving-pytorch-models

Sponsor

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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

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Deploy DL/ ML inference pipelines with minimal extra code.

Updated Apr 20, 2023
Python

NimbleBoxAI / nbox

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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 May 31, 2023
Python

Abhijit-2592 / model-server

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gRPC server for hosting ML models trained on any framework in python

deep-neural-networks deployment mxnet tensorflow pytorch model-deployment

Updated Oct 9, 2020
Python

balavenkatesh3322 / model_deployment

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A collection of model deployment library and technique.

aws data-science machine-learning caffe deep-learning neural-network mxnet azure tensorflow model keras pytorch model-deployment model-serving serving serving-recommendation model-server serving-pytorch-models serving-tensors

Updated Jul 22, 2020

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