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MSc Data Analysis & Modelling student | ML · NLP · Data Science
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embedding_dimension_limit
embedding_dimension_limit PublicReproduction of a Google DeepMind paper analyzing the theoretical and empirical geometric limitations of single-vector embedding–based information retrieval systems.
Jupyter Notebook
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word2vec
word2vec PublicCustom Skip-Gram and Bag-of-Words implementations trained on a 30 MB Gutenberg subset, built with PyTorch and scikit-learn.
Python
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