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TODO.md

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Some TODOs

  1. Documentation of the derived heuristics and what hyperparameters mean (3mr).
  2. Logging unified
  3. Benchmark CI for core components as a regression test
  4. Gradual speedups/rewrites of main algorithms
  5. Documenting new/extra features (subfeatures etc.)
  6. Get rid of Pandas, let's use something more efficient instead
  7. Tree-based explanation for stream-like data