vsimkus/pmr2024-hmm
An official repository for tutorials of Probabilistic Modelling and Reasoning - a University of Edinburgh master's course.
This project provides a series of interactive tutorials on Hidden Markov Models (HMMs), a fundamental concept in probabilistic modeling. It takes you through the basics of HMMs, how to perform inference with them using provided data, and how to train them through coding exercises. This is designed for Master's students or advanced learners in machine learning, data science, or related quantitative fields.
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Use this if you are a Master's student or a self-learner studying probabilistic modeling and need practical, guided tutorials on Hidden Markov Models.
Not ideal if you are looking for a plug-and-play software tool for immediate real-world data analysis, as this is a teaching resource focused on understanding concepts.
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Jan 02, 2024
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