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LDA Convergence Defined with a Canine Pedigree Mannequin
“What if my a priori understanding of canine breed group distribution is inaccurate? Is my LDA mannequin doomed?”
My spouse requested.
Welcome again to half 2 of the sequence, the place I share my journey of explaining LDA to my spouse. Within the earlier weblog publish, we mentioned how LDA works and the way it may be understood as a canine pedigree mannequin.
This time round, let’s dive into the iterative becoming means of LDA!
Half 1 (hyperlink):
- How does LDA work?
- The right way to clarify LDA to a non-technical individual?
Half 2 (We’re right here now!):
- How does LDA enhance iteratively?
- How does LDA converge?
- Bonus: Get your LDA cheatsheet right here!
Half 3:
- When to make use of LDA & when to not?
- How can we use it in Python?
- What are the alternate options & variants to LDAs (excluding LLMs)?
Let’s get began.
When you’ve got not learn half 1 of the sequence, I strongly encourage you to learn it first, as we are going to construct on that understanding.
Fast Recap from Half 1
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