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Top 13 model-deployment open source projects

Simple and Distributed Machine Learning

Time Series Forecasting Best Practices & Examples

✭ 2,123

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

ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.

✭ 55

scala java shell machine-learning h2o model-deployment

model-deployment

Examples showcasing model deployment

✭ 17

Jupyter Notebook python machine-learning tensorflow tensorflow-tutorials tensorflow-examples algorithmia model-deployment

model-deployment-flask

'Deploying machine learning models with a Flask API' tutorial, written for HyperionDev

✭ 64

python HTML flask scikit-learn svhn model-deployment

🤖 A machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers).

serving-tensorflow-models

Serving TensorFlow models with TensorFlow Serving 📙

✭ 41

Jupyter Notebook machine-learning tensorflow image-classification tensorflow-serving model-deployment model-serving mlops serve-tensorflow-models

Simple and Distributed Machine Learning

BentoML Example Projects 🎨

✭ 120

python Jupyter Notebook shell 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

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

✭ 210

python visualization 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

serving-pytorch-models

Serving PyTorch models with TorchServe 🔥

✭ 91

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

ModelDeployment

CRAN Task View: Model Deployment with R

✭ 19

machine-learning cran high-performance-computing rstats task-view model-deployment

1-13 of 13 model-deployment projects