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Top 3 machine-learning-operations open source projects
Bentoml
Model Serving Made Easy
✭ 3,064
python
javascript
typescript
shell
Dockerfile
Jupyter Notebook
machine-learning
tensorflow
kubernetes
ai
aws-lambda
ml
model-management
model-deployment
model-serving
ml-infrastructure
azure-ml
mlops
aws-sagemaker
machine-learning-operations
bentoml
ml-platform
bentoml-format
prediction-service
Seldon Core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
✭ 2,815
HTML
python
Jupyter Notebook
go
C++
java
machine-learning
kubernetes
deployment
serving
aiops
production-machine-learning
mlops
machine-learning-operations
Awesome Production Machine Learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
✭ 10,504
deep-learning
machine-learning
awesome
awesome-list
data-mining
interpretability
privacy-preserving
production-machine-learning
mlops
privacy-preserving-machine-learning
explainability
responsible-ai
machine-learning-operations
ml-ops
ml-operations
privacy-preserving-ml
large-scale-ml
production-ml
large-scale-machine-learning
1-3
of
3
machine-learning-operations projects