:high_voltage: MLOps.NET
MLOps.NET is a data science tool to track and manage the lifecycle of a machine learning model.
Experiment tracking (SQLite, SQLServer, CosmosDb)
Experiments
Runs
Training time
Evaluation metrics
Hyper parameters
Data tracking
Data schema
Data quantity
Data hash
Data distribution
Model repostiory (Azure Blob Storage, AWS S3, local)
Run artifacts
Versioned registered models
Model deplo
