Cesar De la Torre

In the last weeks we migrated to Docker Multi-Stage dockerfiles so the compilation of .NET projects and build of Docker images are created under a single Docker command (`docker-compose build`...

 Do you want to be up-to-date on the evolution and changes we're doing in regards technologies and new guidance? - Just subscribe to this GitHub Repo with "Watch". The...

The Particular Software guys forked Microsoft's eShopOnContainers and created a version using NServiceBus for the asynchronous communication between microservices. It shows many NServiceBus features working together. Check it out: https://github.com/Particular/eShopOnContainers...

.NET Microservices eBook/Guide updated to .NET Core 2.0 "wave" of technologies. Check it out! https://blogs.msdn.microsoft.com/dotnet/2017/08/02/microservices-and-docker-containers-architecture-patterns-and-development-guidance/ 

Web Applications with ASP.NET Core Architecture and Patterns guidance eBook/Guide just updated to http://ASP.NET Core 2.0 and EF Core 2.0. Check it out! http://aka.ms/WebAppEbook 

[Clustering] Create/Add an additional trainer for Clustering: Affinity Propagation

4

In ML.NET we currently only have the [KMeansTrainer](https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/tasks#clustering). The main challenge with that clustering trainer is that you need to provide the number of clusters to use (numberOfClusters param also...

[Paper-Cut:AML-SDK] No direct way to copy/clone a curated environment into a custom environment in the model registry

2

Afaik, there's no direct way to copy a curated environment into a custom environment in the model registry. There should be an easy way, but instead you need to save...

[Design-Issue:SDK] Why two Estimators (Estimator vs. SKLearn) for running Scikit-Learn models if there's no additional benefit/advantage for any of them?

3

Afaik, it is almost the same to use the plain Estimator or the SKLearn estimator with no additional benefit or reasons why you should use one or the other. If...

[Paper-Cut: SDK] Estimator class should be able to use a Curated Environment in addition to a Custom Environment

2

Afaik, the Estimator class needs to always use a Custom Environment, probably because it always creates a Docker Image under the covers? However, for simplicity's sake, it should be able...

Interpretability Widget failing saying "NameError: name 'model' is not defined"

2

Interpretability Widget failing saying "NameError: name 'model' is not defined" However the model is created and available..:  Repro Notebooks: Local training: https://github.com/danielsc/azureml-workshop-2019/blob/master/2-training-and-interpretability/2.2-aml-interpretability/1-simple-feature-transformations-explain-local.ipynb Remote Training: https://github.com/danielsc/azureml-workshop-2019/blob/master/2-training-and-interpretability/2.2-aml-interpretability/2-explain-model-on-amlcompute.ipynb azureml.contrib.interpret.explanation