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Prototype-based learning. Part I: GMLVQ from scratch
Description In my journey to bridge psychology and data science, I discovered Learning Vector Quantization (LVQ) and immediately saw its potential connection to human category learning. This realization led me to dive deeper, implementing LVQ from scratch, initially by coding all the operations using PyTorch, and then by abstracting the optimization and learning processes to fully leverage PyTorch’s features.
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NLP with distrowatch reviews. Part III: Sentiment classification
Description Some time ago, I contemplated transitioning to a Linux-based operating system, driven by my curiosity about the realm of free software and Linux culture. During my exploration, I stumbled upon the Distrowatch website (an invaluable resource offering information about numerous Linux distributions, including reviews).
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NLP with distrowatch reviews. Part II: Sentiment classification
Description Some time ago, I contemplated transitioning to a Linux-based operating system, driven by my curiosity about the realm of free software and Linux culture. During my exploration, I stumbled upon the Distrowatch website (an invaluable resource offering information about numerous Linux distributions, including reviews).
Read more…