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The open-source AI workbench for scientific research
...The project includes research agents, domain specialists, critique agents, literature-review agents, and more than 290 scientific skills. OpenScience is especially useful for machinelearning, biology, physics, chemistry, and research automation workflows that need tool use and provenance.
...It also includes tools for managing and profiling large music collections and for checking audio for production errors. jMIR includes software for extracting features, applying machinelearning algorithms, applying heuristic error error checkers, mining metadata and analyzing metadata.