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GitHub / Azure / mlops-project-template
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Azure%2Fmlops-project-template
Stars: 64
Forks: 86
Open Issues: 12
License: mit
Language: Python
Repo Size: 6.08 MB
Dependencies:
78
Created: about 2 years ago
Updated: about 1 month ago
Last pushed: 6 months ago
Last synced: about 1 month ago
Topics: azure, azuremachinelearning, azureml, deep-learning, devops, machine-learning, microsoft, mlops, mlops-environment, mlops-template, mlops-workflow
Files
Dependencies
- azureml-mlflow ==1.41.0
- matplotlib ==3.5.2
- mlflow ==1.25.1
- psutil ==5.9.0
- pytest ==7.1.2
- torch ==1.11.0
- torchvision ==0.12.0
- tqdm ==4.64.0
- transformers ==4.18.0
- black ==22.3.0
- flake8 ==4.0.1
- isort ==5.10.1
- pre-commit ==2.19.0
- actions/checkout v3 composite
- github/codeql-action/analyze v2 composite
- github/codeql-action/init v2 composite
- mcr.microsoft.com/vscode/devcontainers/miniconda 0.202.1-3 build
- nvcr.io/nvidia/pytorch 22.04-py3 build
- nvcr.io/nvidia/pytorch 22.04-py3 build
- nvcr.io/nvidia/pytorch 22.04-py3 build
- azureml-mlflow ==1.38.0
- joblib ==1.2.0
- matplotlib ==3.3.3
- pandas ==1.2.1
- pyarrow ==10.0.0
- scikit-learn ==0.24.1
- azureml-mlflow ==1.38.0
- joblib ==1.2.0
- matplotlib ==3.3.3
- pandas ==1.2.1
- scikit-learn ==0.24.1
- azureml-mlflow ==1.41.0 test
- matplotlib ==3.5.2 test
- mlflow ==1.25.1 test
- protobuf ==3.20.2 test
- psutil ==5.9.0 test
- pytest ==7.1.2 test
- pytest-cov ==2.12.1 test
- torch ==1.11.0 test
- torchvision ==0.12.0 test
- tqdm ==4.64.0 test
- transformers ==4.18.0 test
- applicationinsights *
- azureml-core *
- azureml-dataset-runtime *
- cloudpickle ==1.6.0
- flask ==1.1.2
- mlflow *
- opencensus-ext-azure *
- pandas *
- scikit-learn ==0.24.2
- azure-ai-ml ==1.1.0
- azure-common ==1.1.28
- azure-core ==1.26.1
- azure-identity ==1.10.0
- azure-mgmt-core ==1.3.0
- azure-storage-blob ==12.14.1
- azure-storage-file-datalake ==12.9.1
- azure-storage-file-share ==12.7.0
- azureml-mlflow ==1.41.0
- datasets ==2.3.2
- mlflow ==1.25.1
- psutil ==5.9.0
- pytest ==7.1.2
- pytorch_lightning ==1.6.4
- rouge_score ==0.0.4
- sentencepiece ==0.1.96
- transformers ==4.18.0
- azure-ai-ml ==1.1.0
- azureml-mlflow ==1.41.0
- datasets ==2.3.2
- mlflow ==1.25.1
- psutil ==5.9.0
- pytest ==7.1.2
- pytorch_lightning ==1.6.4
- rouge_score ==0.0.4
- sentencepiece ==0.1.96
- transformers ==4.18.0