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Objective: Like all scientific research, computational neuroscience research must be reproducible. Big data science, including simulation research, cannot depend exclusively on journal articles as the method to provide the sharing and transparency required for reproducibility. Methods: Ensuring model reproducibility requires the use of multiple standard software practices and tools, including version...