tinytopics 0.5.0
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.