feat: benchmarking#351
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This PR replaces the outdated notebooks/benchmarking.py workflow with a dedicated benchmarks/ directory for benchmark scripts, documentation, and outputs.
It adds a more reproducible benchmarking setup for CapyMOA, River, and MOA experiments, including dataset-driven runs, configurable execution options, and structured result artifacts