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This package should work with python>=2.7 and >=3.5.
In theory yes, but this has not been tested. We strongly recommend using a linux OS. You can run a Linux operating system inside windows using virtualbox if you don't have linux on a separate computer. Just make sure you have enough memory (probably 8GB min).
Yes it should run. It's recommended to install python with anaconda (see also bioconda).
As long as the aligner produces sam/bam file output it should work. It simply needs to be integrated into the package using a small amount of code. This can be done on request. Bowtie (v1) is recommended otherwise.
It is hard to benchmark such an algorithm as there is no 'gold standard'. Our approach is broadly similar to the miRanalyzer one in that we use a feature classifier to score likely precursors then add some filters to remove unlikely candidates. The precursor score is only one factor. We do not use a more sophisticated model like miRDeep2. Our version is designed to be fast and easy to interpret the results. It is highly recommended to use another tool to compare the results to. If you think to much junk is being returned you can raise the score cutoff/read_cutoff or vice versa.