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GitHub / Azure-Samples / azure-databricks-mlops-mlflow
Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.
Stars: 76
Forks: 49
Open Issues: 2
License: mit
Language: Jupyter Notebook
Repo Size: 3.2 MB
Dependencies:
10
Created: over 3 years ago
Updated: about 2 months ago
Last pushed: about 1 year ago
Last synced: about 2 months ago
Topics: azure, databricks, databricks-notebooks, ml, ml-monitoring, ml-operations, ml-ops, ml-production, mlflow, mlflow-projects, mlops, python
Files
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Readme
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Dependencies
requirements.txt
pypi
- black ==20.8b1
- coverage ==5.5
- databricks-cli ==0.14.3
- mlflow ==1.23.1
- opencensus-ext-azure ==1.0.7
- opencensus-ext-logging ==0.1.0
- pandas ==1.2.3
- protobuf ==3.15.3
- scikit-learn ==0.24.1
.devcontainer/Dockerfile
docker
- mcr.microsoft.com/vscode/devcontainers/anaconda 0-${VARIANT} build