Uwais Iqbal

Using Sagemaker Autopilot with Pipelines

3

Is it possible to use Sagemaker Autopilot as a TrainingStep in a Pipeline? I've been looking through the documentation but couldn't find an example of how it can be implemented

Would it be possible to extend the functionality of `ItemSequence` to allow the use of tuples. Python dictionaries have an incredible memory overhead and when using an extensive feature set...

Bash Command ENTRYPOINT Expects `train` argument

8

**Describe the bug** I would like to create a SageMaker Training Job using a custom Docker container which executes a bash command I have created. I am using the kedro...

Failed to parse string hyperparameter

6

**Describe the bug** I would like to pass hyperparameters to my sagemaker job that are of type string. However, when I do this I get an error saying that they...

**Describe the bug** When using sagemaker in script mode, if there are files in the `/opt/ml/code` directory, sagemaker doesn't download the packaged code from S3. In my Dockerfile to build...

API Compatibility with Numpy Arrays and Scipy Matricies for features

3

At the moment the library only accepts a list of feature dictionaries which for our purposes can consume an enormous amount of memory even when using generators. Would it be...

Multicore Training

1

Is it possible to use multiple cores while training to speed up the training time. I imagine there must exist some optimisation for the numerical algorithms that can run on...

When trying to predict labels and the relevant marginal probabilities, the library comes back with a list of `NaN`'s. Is this something which has been seen before, or is there...

TypeError when printing model info

1

The library often throws this TypeError when trying to print state features of general information about the model. It seems that the internal regex match is coming back as a...