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tinytopics 0.5.0

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@nanxstats nanxstats released this 08 Dec 23:47
· 11 commits to main since this release
b78f953

Improvements

  • Increased the speed of generate_synthetic_data() significantly by using direct mixture sampling, which leverages the properties of multinomial distributions (#21).

    This change makes simulating data at the scale of 100K x 100K more feasible. Although the approaches before and after are mathematically equivalent, the data generated with the same seed in previous versions and this version onward will be bitwise different.