Gaussian Toy Data Demos
A quick hello world example for beginners to bnpy.
Experiment showing how bnpy makes it easy to compare different initialization routines across many algorithm runs.
Experiment showing how births and merges can find the ideal set of clusters, no matter how many we have initially.
Bag-of-words Toy Data Demos
Experiment showing how births and merges add and remove clusters to find the ideal set of bars.
Experiment shows the basics for training a topic model, comparing different number of topics.
Use merge and delete moves for topic models to identify the 10 true bars topics from initializations with many more.