Low level optimizations
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good first issue
- Dominant language
- Python
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Description
Right now, our optimization scheme is pretty dumb - its just iterating through the microbial reads one at a time.
This can be drastically speed up (likely 100-1000x faster) if all of the reads for a single microbe were considered in a single step. This should yield identical results since the sum of Gamma/Poisson RVs is still Gamma/Poisson.
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