HI-ML toolbox for deep learning for medical imaging and Azure integration
Обновлено 2024-11-18 20:06:15 +03:00
Support ML teams to accelerate their model deployment to production leveraging Azure
Обновлено 2024-08-05 10:21:15 +03:00
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
machine-learning
deep-learning
data-science
python
tensorflow
mlops
pytorch
hyperparameter-optimization
hyperparameter-tuning
machine-learning-algorithms
model-compression
nas
neural-architecture-search
neural-network
automated-machine-learning
automl
bayesian-optimization
deep-neural-network
distributed
feature-engineering
Обновлено 2024-07-03 13:54:08 +03:00
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
azure
microsoft
machine-learning
deep-learning
devops
azureml
mlops
azuremachinelearning
mlops-environment
mlops-template
mlops-workflow
Обновлено 2023-07-28 08:11:02 +03:00
Azure Machine Learning と GitHub を利用した MLOps のサンプルコード
azure
microsoft
python
machine-learning
devops
azure-machine-learning
mlops
scikit-learn
responsible-ai
pytest
mypy
Обновлено 2023-06-07 05:04:08 +03:00
Quickstart template as a fork on TDSP (https://github.com/Azure/Azure-TDSP-ProjectTemplate), extending the template with a suggested structure for operationalization using Azure. Includes ARM templates as IaC for resource deployment, template build and release pipelines to enable model CI/CD, template code for working with Azure ML.
Обновлено 2023-03-28 19:45:00 +03:00
MLOps using Azure ML Services and Azure DevOps
Обновлено 2023-02-13 09:48:37 +03:00
Azure MLOps classical ML project.
Обновлено 2022-04-15 17:38:41 +03:00
GitHub Action that allows you to deploy machine learning models in Azure Machine Learning.
Обновлено 2021-10-19 10:13:54 +03:00
GitHub Action that allows you to register models to your Azure Machine Learning Workspace.
Обновлено 2021-10-19 10:13:21 +03:00
GitHub Action that allows you to submit a run to your Azure Machine Learning Workspace.
Обновлено 2021-10-19 10:12:45 +03:00
GitHub Action that allows you to attach, create and scale Azure Machine Learning compute resources.
Обновлено 2021-10-19 10:12:10 +03:00
GitHub Action that allows you to create or connect to your Azure Machine Learning Workspace.
Обновлено 2021-10-19 10:11:09 +03:00
The sample that serves as a template for doing MLOps with open source projects like Kubeflow and MLFlow and tools on K8s platform
Обновлено 2021-07-15 01:46:00 +03:00