Fetching data from Amazon 'Kinesis' Streams using the Java-based 'MultiLangDaemon' interacting with Amazon Web Services ('AWS') for easy stream processing from R. For more information on 'Kinesis', see <https://aws.amazon.com/kinesis>.

We provide a collection of R-functions implementing
    adaptive smoothing procedures in 1D, 2D and 3D. This includes the
    Propagation-Separation Approach to adaptive smoothing,
   the Intersecting Confidence Intervals (ICI), variational approaches and a non-local means filter.
   The package is described in detail in Polzehl J, Papafitsoros K, Tabelow K (2020). 
   Patch-Wise Adaptive Weights Smoothing in R. Journal of Statistical Software, 95(6), 1-27. 
   <doi:10.18637/jss.v095.i06>,
    Usage of the package in MR imaging is illustrated in Polzehl and Tabelow (2023),
   Magnetic Resonance Brain Imaging, 2nd Ed. Appendix A, Springer, Use R! Series.
   <doi:10.1007/978-3-031-38949-8>.

Providing the functions for communicating with Amazon Web Services(AWS)
    Elastic Compute Cloud(EC2) and Elastic Container Service(ECS).
    The functions will have the prefix 'ecs_' or 'ec2_' depending on the class 
    of the API. The request will be sent via the REST API and the parameters are
    given by the function argument. The credentials can be set via 'aws_set_credentials'.
    The EC2 documentation can be found at <https://docs.aws.amazon.com/AWSEC2/latest/APIReference/Welcome.html>
    and ECS can be found at <https://docs.aws.amazon.com/AmazonECS/latest/APIReference/Welcome.html>.

A simple client for the Amazon Web Services ('AWS') Identity
    and Access Management ('IAM') 'API' <https://aws.amazon.com/iam/>.

Client package for the 'AWS Key Management Service' <https://aws.amazon.com/kms/>, a cloud service for managing encryption keys.

A simple client package for the Amazon Web Services ('AWS') Lambda 
    API <https://aws.amazon.com/lambda/>.

A client for AWS Polly <http://aws.amazon.com/documentation/polly>, a speech synthesis service.

A simple client package for the Amazon Web Services ('AWS') Simple
    Storage Service ('S3') 'REST' 'API' <https://aws.amazon.com/s3/>.