Beta Release 0.2.0

After initial alpha testing with colleagues using different platforms and anaconda installations this first beta release of STREAMLINE has been demonstrated functional in all configurations tested. STREAMLINE is ready for external use, but it is still possible that there may be unforeseen issues run using configurations outside of those explicitly tested. Please let us know if you run into issues, noting the run mode, Anaconda version, and errors you are encountering so we can address such issues.

We plan to continue to expand and improve STREAMLINE, so we recommend users keep an eye out for new releases in the upcoming months, and update to the newest release whenever it's available. After much testing and application this software is believed to be ready for general use. If investigators apply this pipeline to research submitted for publication we ask that they check this repository for the newest STREAMLINE citation reference. We welcome investigators to reach out for assistance in using and interpreting STREAMLINE output in their research. We hope this tool will lead to many new collaborations and opportunities to publish new research.

Alpha 0.1.3

Updated Readme installation instructions and default setting for model feature importance estimation. Code has been tested on the most recent Linux version of Anaconda.

Alpha 0.1.2

Fix for Anaconda version issue regarding scipy in exploratory analysis.

Alpha 0.1.1

Addressed upcoming scipy depreciation warning by replacing scipy.interp() with numpy.interp().

Alpha Release

The first stable, bug-tested implementation of STREAMLINE. The bulk of the underlying code is inherited from AutoMLPipe-BC. This version has been demonstrated to operate properly only under the specific version of Anaconda, and the specified versions of other installed packages. It has not yet been tested on any MAC devices, only Windows and Linux.