improving-forecast-accuracy-with-machine-learning
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aws-solutions
The Improving Forecast Accuracy with Machine Learning solution generates, tests, compares, and iterates on Amazon Forecast forecasts. The solution automatically produces forecasts and generates visual...
In your create_predictor lambda [code](https://github.com/aws-solutions/improving-forecast-accuracy-with-machine-learning/blob/main/source/infrastructure/forecast/aws_lambda/functions/create_predictor.py) it's a legacy predictor My customer ask if you can consider to add auto_predictor in your solution? Thanks [create_auto_predictor ](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/forecast.html#ForecastService.Client.create_auto_predictor)
**Describe the bug** Hi! I was able to create the stack without any errors, but when a modified version of the csv file is uploaded to the s3 bucket, the...
**Describe the bug** When using the special `Default` configuration (for example, as we might if our deployment has only one config), setting up an RTS or Item Metadata dataset causes...
**Is your feature request related to a problem? Please describe.** On a recent project implementing this solution, we wanted to be able to deploy the stack against an existing S3...
**Describe the bug** As per the [Amazon Forecast Related Time Series validation doc](https://docs.aws.amazon.com/forecast/latest/dg/related-time-series-datasets.html#related-time-series-dataset-validation): > - Related time series feature data must be of the `int` or `float` datatypes. The pre-prepared...
In the past I've mainly used the [Amazon Forecast pre-PoC workshop templates](https://github.com/aws-samples/amazon-forecast-samples/blob/main/workshops/pre_POC_workshop/install-forecast-solution.md) to deploy this solution with demo data, but recently thought since the upgrade came out I'd try the...
Trying to build the CDK from source today I encountered a couple of (small) issues: (1) - In the [source/infrastructure/README](https://github.com/aws-solutions/improving-forecast-accuracy-with-machine-learning/blob/main/source/infrastructure/README.md) we seem to be inconsistent about what folder the commands...
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The Improving Forecast Accuracy with Machine Learning solution generates, tests, compares, and iterates on Amazon Forecast forecasts. The solution automatically produces forecasts and generates visual...