•1 min read•from Machine Learning
Interactive KL Divergence Visualisation [P]
Our take
Explore the intricacies of KL divergence with our interactive visualization tool, designed to enhance your understanding of this critical concept. By manipulating two skew-normal distributions, you can observe the KL integrand and the KL metric in real-time. This tool allows you to investigate how changes in mean offset, skew, truncation, and discretization affect the divergence. Running entirely on the client side, it offers a seamless experience. We invite your feedback as you discover new insights into data relationships and enhance your analytical skills.
I built a small interactive explorer for building intuition about KL divergence: https://robotchinwag.com/posts/kl-divergence-visualisation/
You control two skew-normal distributions and can see the KL integrand and the KL metric. It’s good for exploring how it changes with a mean offset, skew, truncation and discretisation.
It run entirely close side. Feedback is welcome.
[link] [comments]
Read on the original site
Open the publisher's page for the full experience
Tagged with
#rows.com#natural language processing for spreadsheets#generative AI for data analysis#Excel alternatives for data analysis#interactive charts#financial modeling with spreadsheets#KL divergence#interactive explorer#skew-normal distributions#KL integrand#KL metric#mean offset#skew#truncation#discretisation#visualisation#exploring#intuitive#feedback#data exploration