dotnet / dotnet/machinelearning-modelbuilder
Azure Training, Model Deployment, CICD Integration
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- Dockerfile
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Description
Epic to track ML Ops work related to Model Builder
### Training Pipeline
- Instructions for Azure Pipeline yaml. [Issue 1521](https://github.com/dotnet/machinelearning-modelbuilder/issues/1521)
- Update to use MBConfig file. **BLOCKED** On shipping MB CLI update
- Add option inside of Model Builder [Issue 1606](https://github.com/dotnet/machinelearning-modelbuilder/issues/1606)
- Data management - **BLOCKED** [Issue 1458](https://github.com/dotnet/machinelearning-modelbuilder/issues/1458): Add dataset support
### Model management
- How to inspect and determine best model. Training/Test dataset becomes important - [Issue 60](https://github.com/dotnet/machinelearning-modelbuilder/issues/60)
- Code/command for registering the model. **BLOCKED (external)** on [Work Item 1141361](https://msdata.visualstudio.com/Vienna/_workitems/edit/1141361)
- Work around: Need to download the model, and then upload it to model registration
### Model deployment
- https://github.com/dotnet/machinelearning-modelbuilder/issues/1523
- https://github.com/dotnet/machinelearning-modelbuilder/issues/1522
Contributor guide
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Assessment
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