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December 25, 2025
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Tag: modeling

Categories Artificial intelligence

A Practical Guide to BERTopic for Transformer-Based Topic Modeling

  • By lee
  • May 8, 2025

[ad_1] has a wide range of use cases in the natural language processing (NLP) domain, such as document tagging, survey analysis, and content organization.…

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Categories Artificial intelligence

From Physics to Probability: Hamiltonian Mechanics for Generative Modeling and MCMC

  • By lee
  • March 30, 2025

[ad_1] Phase space of a nonlinear pendulum. Photo by the author. mechanics is a way to describe how physical systems, like planets or pendulums,…

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Categories Machine Learning

Mastering the Poisson Distribution: Intuition and Foundations

  • By lee
  • March 23, 2025

[ad_1] You’ve probably used the normal distribution one or two times too many. We all have — It’s a true workhorse. But sometimes, we…

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Categories Machine Learning

Understanding Model Calibration: A Gentle Introduction & Visual Exploration

  • By lee
  • February 12, 2025

[ad_1] How Reliable Are Your Predictions? About To be considered reliable, a model must be calibrated so that its confidence in each decision closely…

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